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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 new columns ({'tgt'}) and 3 missing columns ({'p', 'src', 'o'}).

This happened while the json dataset builder was generating data using

hf://datasets/wenzhengzeng/D2VLM-Dataset/ETBench/evi/tal_perception_test.json (at revision 88963e4d508d0dbcebe913fdb8ebf78005d1a2a2)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              version: int64
              idx: int64
              task: string
              source: string
              video: string
              duration: double
              tgt: list<item: list<item: double>>
                child 0, item: list<item: double>
                    child 0, item: double
              q: string
              -- schema metadata --
              pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 1018
              to
              {'version': Value('int64'), 'idx': Value('int64'), 'task': Value('string'), 'source': Value('string'), 'video': Value('string'), 'duration': Value('float64'), 'src': List(Value('float64')), 'p': Value('int64'), 'o': List(Value('string')), 'q': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1456, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 new columns ({'tgt'}) and 3 missing columns ({'p', 'src', 'o'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/wenzhengzeng/D2VLM-Dataset/ETBench/evi/tal_perception_test.json (at revision 88963e4d508d0dbcebe913fdb8ebf78005d1a2a2)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

version
int64
idx
int64
task
string
source
string
video
string
duration
float64
src
list
p
int64
o
list
q
string
1
0
rar
perception_test
perception_test/video_2167.mp4
23.667
[ 4.574 ]
3
[ "pretending to drink from something", "shuffling objects", "pretending to pour from something into something", "pretending to open something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) pretending to drink from something (B) shuffling objects (C) pretending to pour from something into something (D) pretending to open something. Please provide your choice.
1
1
rar
perception_test
perception_test/video_4197.mp4
35
[ 2.5460000000000003 ]
3
[ "pouring something from something into something", "covering something with something", "pretending to plug something into something", "shuffling objects" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) pouring something from something into something (B) covering something with something (C) pretending to plug something into something (D) shuffling objects. Please provide your choice.
1
2
rar
perception_test
perception_test/video_6111.mp4
21
[ 1.259 ]
0
[ "pretending to write or draw on a piece of paper", "showing something to the camera", "putting something on top of something", "trying to turn something on but not working" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) pretending to write or draw on a piece of paper (B) showing something to the camera (C) putting something on top of something (D) trying to turn something on but not working. Please provide your choice.
1
3
rar
perception_test
perception_test/video_10440.mp4
23.5
[ 12.391 ]
2
[ "putting something on top of something", "moving object(s) around", "launching something", "pretending to plug something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) putting something on top of something (B) moving object(s) around (C) launching something (D) pretending to plug something into something. Please provide your choice.
1
4
rar
perception_test
perception_test/video_2903.mp4
26.333
[ 15.767 ]
1
[ "putting something into something", "mixing something with something", "indicating a region with the hand", "opening something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) putting something into something (B) mixing something with something (C) indicating a region with the hand (D) opening something. Please provide your choice.
1
5
rar
perception_test
perception_test/video_4445.mp4
26.667
[ 23.351 ]
1
[ "mixing something with something", "turning something off", "closing something", "unplugging something from something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) mixing something with something (B) turning something off (C) closing something (D) unplugging something from something. Please provide your choice.
1
6
rar
perception_test
perception_test/video_1589.mp4
35
[ 33.092 ]
1
[ "pretending to tie something", "mixing something with something", "pouring something from something into something", "holding something in a state" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) pretending to tie something (B) mixing something with something (C) pouring something from something into something (D) holding something in a state. Please provide your choice.
1
7
rar
perception_test
perception_test/video_1223.mp4
31.167
[ 19.519 ]
1
[ "moving object(s) around", "putting something on top of something", "hitting something against/with something", "pretending to iron something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) moving object(s) around (B) putting something on top of something (C) hitting something against/with something (D) pretending to iron something. Please provide your choice.
1
8
rar
perception_test
perception_test/video_6397.mp4
35
[ 26.342 ]
0
[ "showing something to the camera", "putting something on top of something", "buttoning up a button", "moving object(s) around" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) showing something to the camera (B) putting something on top of something (C) buttoning up a button (D) moving object(s) around. Please provide your choice.
1
9
rar
perception_test
perception_test/video_8609.mp4
22.333
[ 14.971 ]
0
[ "rotating something", "covering something with something", "tying something", "opening something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) rotating something (B) covering something with something (C) tying something (D) opening something. Please provide your choice.
1
10
rar
perception_test
perception_test/video_2565.mp4
35
[ 3.185 ]
0
[ "shuffling objects", "opening something", "mixing something with something", "pretending to drink from something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) shuffling objects (B) opening something (C) mixing something with something (D) pretending to drink from something. Please provide your choice.
1
11
rar
perception_test
perception_test/video_9456.mp4
30.5
[ 3.337 ]
3
[ "showing something to the camera", "clapping hands", "putting something on top of something", "writing or drawing something on a piece of paper" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) showing something to the camera (B) clapping hands (C) putting something on top of something (D) writing or drawing something on a piece of paper. Please provide your choice.
1
12
rar
perception_test
perception_test/video_10174.mp4
24.167
[ 6.526 ]
3
[ "taking something out of something", "holding something in a state", "opening something", "pouring something from something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) taking something out of something (B) holding something in a state (C) opening something (D) pouring something from something into something. Please provide your choice.
1
13
rar
perception_test
perception_test/video_9253.mp4
25.5
[ 3.6790000000000003 ]
3
[ "pretending to clap hands", "pouring something from something into something", "holding something in a state", "moving object(s) around" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) pretending to clap hands (B) pouring something from something into something (C) holding something in a state (D) moving object(s) around. Please provide your choice.
1
14
rar
perception_test
perception_test/video_1755.mp4
23.5
[ 8.853 ]
1
[ "browsing through something", "plugging something into something", "snapping fingers", "turning something on" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) browsing through something (B) plugging something into something (C) snapping fingers (D) turning something on. Please provide your choice.
1
15
rar
perception_test
perception_test/video_9246.mp4
34.167
[ 31.437 ]
3
[ "pretending to pour from something into something", "opening something", "putting something on top of something", "rotating something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) pretending to pour from something into something (B) opening something (C) putting something on top of something (D) rotating something. Please provide your choice.
1
16
rar
perception_test
perception_test/video_1467.mp4
30
[ 25.278 ]
2
[ "putting something on top of something", "clicking something", "moving object(s) around", "indicating a region with the hand" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) putting something on top of something (B) clicking something (C) moving object(s) around (D) indicating a region with the hand. Please provide your choice.
1
17
rar
perception_test
perception_test/video_10527.mp4
22.833
[ 15.578 ]
2
[ "pushing something", "breaking something", "mixing something with something", "clapping hands" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) pushing something (B) breaking something (C) mixing something with something (D) clapping hands. Please provide your choice.
1
18
rar
perception_test
perception_test/video_6948.mp4
34.833
[ 16.438 ]
1
[ "moving object(s) around", "opening something", "turning something off", "rotating something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) moving object(s) around (B) opening something (C) turning something off (D) rotating something. Please provide your choice.
1
19
rar
perception_test
perception_test/video_3996.mp4
35
[ 1.035 ]
1
[ "breaking something", "indicating a region with the hand", "moving object(s) around", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) breaking something (B) indicating a region with the hand (C) moving object(s) around (D) putting something on top of something. Please provide your choice.
1
20
rar
perception_test
perception_test/video_6129.mp4
35
[ 10.93 ]
1
[ "lifting something and placing it back down", "closing something", "pretending to mix", "mixing something with something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) lifting something and placing it back down (B) closing something (C) pretending to mix (D) mixing something with something. Please provide your choice.
1
21
rar
perception_test
perception_test/video_1722.mp4
23.833
[ 5.777 ]
2
[ "clicking something", "closing something", "opening something", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) clicking something (B) closing something (C) opening something (D) putting something on top of something. Please provide your choice.
1
22
rar
perception_test
perception_test/video_10500.mp4
35
[ 10.035 ]
1
[ "pretending to break something", "moving object(s) around", "launching something", "holding something in a state" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) pretending to break something (B) moving object(s) around (C) launching something (D) holding something in a state. Please provide your choice.
1
23
rar
perception_test
perception_test/video_3003.mp4
32.667
[ 27.199 ]
3
[ "clicking something", "showing something to the camera", "folding something", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) clicking something (B) showing something to the camera (C) folding something (D) putting something on top of something. Please provide your choice.
1
24
rar
perception_test
perception_test/video_2809.mp4
35
[ 28.483 ]
3
[ "browsing through something", "closing something", "opening something", "moving object(s) around" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) browsing through something (B) closing something (C) opening something (D) moving object(s) around. Please provide your choice.
1
25
rar
perception_test
perception_test/video_4247.mp4
27.833
[ 24.18 ]
3
[ "browsing through something", "turning something off", "holding something in a state", "turning something on" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) browsing through something (B) turning something off (C) holding something in a state (D) turning something on. Please provide your choice.
1
26
rar
perception_test
perception_test/video_5262.mp4
35
[ 12.605 ]
2
[ "unfolding something", "pretending to unplug something from something", "pretending to iron something", "holding something in a state" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) unfolding something (B) pretending to unplug something from something (C) pretending to iron something (D) holding something in a state. Please provide your choice.
1
27
rar
perception_test
perception_test/video_3780.mp4
23.833
[ 2.598 ]
0
[ "opening something", "drinking something from something", "holding something in a state", "closing something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) opening something (B) drinking something from something (C) holding something in a state (D) closing something. Please provide your choice.
1
28
rar
perception_test
perception_test/video_4885.mp4
28.167
[ 17.854 ]
3
[ "pretending to tie something", "putting something on top of something", "moving object(s) around", "launching something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) pretending to tie something (B) putting something on top of something (C) moving object(s) around (D) launching something. Please provide your choice.
1
29
rar
perception_test
perception_test/video_8928.mp4
30.167
[ 8.2 ]
0
[ "writing or drawing something on a piece of paper", "moving object(s) around", "hitting something against/with something", "showing something to the camera" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) writing or drawing something on a piece of paper (B) moving object(s) around (C) hitting something against/with something (D) showing something to the camera. Please provide your choice.
1
30
rar
perception_test
perception_test/video_11412.mp4
25.667
[ 9.511 ]
3
[ "trying to close something but something prevents that", "pretending to put something into something", "dropping something on top of something", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) trying to close something but something prevents that (B) pretending to put something into something (C) dropping something on top of something (D) putting something on top of something. Please provide your choice.
1
31
rar
perception_test
perception_test/video_7899.mp4
24.5
[ 6.037 ]
1
[ "pretending to open something", "pretending to pour from something into something", "dropping something on top of something", "pretending to drink from something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) pretending to open something (B) pretending to pour from something into something (C) dropping something on top of something (D) pretending to drink from something. Please provide your choice.
1
32
rar
perception_test
perception_test/video_7559.mp4
22.5
[ 1.911 ]
2
[ "putting something on top of something", "mixing something with something", "indicating a region with the hand", "moving object(s) around" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) putting something on top of something (B) mixing something with something (C) indicating a region with the hand (D) moving object(s) around. Please provide your choice.
1
33
rar
perception_test
perception_test/video_8400.mp4
21.833
[ 11.274000000000001 ]
3
[ "opening something", "putting something on top of something", "jingling something", "covering something with something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) opening something (B) putting something on top of something (C) jingling something (D) covering something with something. Please provide your choice.
1
34
rar
perception_test
perception_test/video_860.mp4
35
[ 20.342 ]
3
[ "plugging something into something", "indicating a region with the hand", "pretending to write or draw on a piece of paper", "writing or drawing something on a piece of paper" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) plugging something into something (B) indicating a region with the hand (C) pretending to write or draw on a piece of paper (D) writing or drawing something on a piece of paper. Please provide your choice.
1
35
rar
perception_test
perception_test/video_11241.mp4
30.5
[ 14.751 ]
3
[ "unplugging something from something", "jingling something", "drinking something from something", "mixing something with something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) unplugging something from something (B) jingling something (C) drinking something from something (D) mixing something with something. Please provide your choice.
1
36
rar
perception_test
perception_test/video_9603.mp4
24
[ 20.894 ]
1
[ "launching something", "moving object(s) around", "clapping hands", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) launching something (B) moving object(s) around (C) clapping hands (D) putting something on top of something. Please provide your choice.
1
37
rar
perception_test
perception_test/video_7661.mp4
28.5
[ 23.965 ]
2
[ "jingling something", "shuffling objects", "mixing something with something", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) jingling something (B) shuffling objects (C) mixing something with something (D) putting something into something. Please provide your choice.
1
38
rar
perception_test
perception_test/video_6332.mp4
20.167
[ 16.017 ]
2
[ "moving object(s) around", "pulling something", "putting something on top of something", "holding something in a state" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) moving object(s) around (B) pulling something (C) putting something on top of something (D) holding something in a state. Please provide your choice.
1
39
rar
perception_test
perception_test/video_11396.mp4
27.333
[ 6.552 ]
1
[ "unplugging something from something", "rotating something", "ironing something", "moving object(s) around" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) unplugging something from something (B) rotating something (C) ironing something (D) moving object(s) around. Please provide your choice.
1
40
rar
perception_test
perception_test/video_524.mp4
27.333
[ 7.135 ]
3
[ "hitting something against/with something", "unplugging something from something", "buttoning up a button", "browsing through something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) hitting something against/with something (B) unplugging something from something (C) buttoning up a button (D) browsing through something. Please provide your choice.
1
41
rar
perception_test
perception_test/video_8592.mp4
28.5
[ 24.092 ]
3
[ "breaking something", "holding something in a state", "pretending to drink from something", "opening something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) breaking something (B) holding something in a state (C) pretending to drink from something (D) opening something. Please provide your choice.
1
42
rar
perception_test
perception_test/video_265.mp4
35
[ 31.726 ]
2
[ "tying something", "moving object(s) around", "covering something with something", "pouring something from something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) tying something (B) moving object(s) around (C) covering something with something (D) pouring something from something into something. Please provide your choice.
1
43
rar
perception_test
perception_test/video_2384.mp4
32.667
[ 13.251 ]
2
[ "showing something to the camera", "pushing something", "writing or drawing something on a piece of paper", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) showing something to the camera (B) pushing something (C) writing or drawing something on a piece of paper (D) putting something on top of something. Please provide your choice.
1
44
rar
perception_test
perception_test/video_8446.mp4
27.667
[ 9.188 ]
1
[ "mixing something with something", "putting something into something", "clapping hands", "browsing through something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) mixing something with something (B) putting something into something (C) clapping hands (D) browsing through something. Please provide your choice.
1
45
rar
perception_test
perception_test/video_3813.mp4
30.667
[ 19.758 ]
3
[ "moving object(s) around", "hitting something against/with something", "putting something on top of something", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) moving object(s) around (B) hitting something against/with something (C) putting something on top of something (D) putting something into something. Please provide your choice.
1
46
rar
perception_test
perception_test/video_11506.mp4
35
[ 3.329 ]
3
[ "mixing something with something", "pretending to pour from something into something", "breaking something", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) mixing something with something (B) pretending to pour from something into something (C) breaking something (D) putting something into something. Please provide your choice.
1
47
rar
perception_test
perception_test/video_1924.mp4
25.5
[ 8.086 ]
2
[ "opening something", "showing something to the camera", "writing or drawing something on a piece of paper", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) opening something (B) showing something to the camera (C) writing or drawing something on a piece of paper (D) putting something on top of something. Please provide your choice.
1
48
rar
perception_test
perception_test/video_8185.mp4
24.167
[ 15.606 ]
2
[ "breaking something", "putting something into something", "trying to close something but something prevents that", "opening something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) breaking something (B) putting something into something (C) trying to close something but something prevents that (D) opening something. Please provide your choice.
1
49
rar
perception_test
perception_test/video_8772.mp4
34.833
[ 30.646 ]
2
[ "shuffling objects", "tearing something into pieces", "mixing something with something", "unplugging something from something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) shuffling objects (B) tearing something into pieces (C) mixing something with something (D) unplugging something from something. Please provide your choice.
1
50
rar
perception_test
perception_test/video_8174.mp4
23.333
[ 5.028 ]
3
[ "putting something on top of something", "writing or drawing something on a piece of paper", "snapping fingers", "holding something in a state" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) putting something on top of something (B) writing or drawing something on a piece of paper (C) snapping fingers (D) holding something in a state. Please provide your choice.
1
51
rar
perception_test
perception_test/video_1750.mp4
26.667
[ 20.893 ]
2
[ "pretending to launch something", "holding something in a state", "showing something to the camera", "pouring something from something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) pretending to launch something (B) holding something in a state (C) showing something to the camera (D) pouring something from something into something. Please provide your choice.
1
52
rar
perception_test
perception_test/video_2643.mp4
27.667
[ 20.547 ]
0
[ "putting something on top of something", "holding something in a state", "mixing something with something", "pretending to cover something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) putting something on top of something (B) holding something in a state (C) mixing something with something (D) pretending to cover something. Please provide your choice.
1
53
rar
perception_test
perception_test/video_9653.mp4
22.167
[ 13.342 ]
2
[ "pretending to open something", "putting something into something", "pretending to pour from something into something", "mixing something with something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) pretending to open something (B) putting something into something (C) pretending to pour from something into something (D) mixing something with something. Please provide your choice.
1
54
rar
perception_test
perception_test/video_6126.mp4
29.333
[ 3.541 ]
3
[ "taking something out of something", "ironing something", "clapping hands", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) taking something out of something (B) ironing something (C) clapping hands (D) putting something into something. Please provide your choice.
1
55
rar
perception_test
perception_test/video_9830.mp4
35
[ 25.908 ]
0
[ "opening something", "putting something into something", "pretending to write or draw on a piece of paper", "pouring something from something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) opening something (B) putting something into something (C) pretending to write or draw on a piece of paper (D) pouring something from something into something. Please provide your choice.
1
56
rar
perception_test
perception_test/video_4831.mp4
30.5
[ 5.77 ]
3
[ "launching something", "pretending to tie something", "putting something on top of something", "moving object(s) around" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) launching something (B) pretending to tie something (C) putting something on top of something (D) moving object(s) around. Please provide your choice.
1
57
rar
perception_test
perception_test/video_7892.mp4
22.167
[ 14.577 ]
1
[ "pouring something from something into something", "mixing something with something", "jingling something", "moving object(s) around" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) pouring something from something into something (B) mixing something with something (C) jingling something (D) moving object(s) around. Please provide your choice.
1
58
rar
perception_test
perception_test/video_8542.mp4
28.667
[ 10.762 ]
2
[ "pretending to write or draw on a piece of paper", "opening something", "covering something with something", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) pretending to write or draw on a piece of paper (B) opening something (C) covering something with something (D) putting something on top of something. Please provide your choice.
1
59
rar
perception_test
perception_test/video_1915.mp4
35
[ 9.529 ]
2
[ "putting something into something", "drinking something from something", "holding something in a state", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) putting something into something (B) drinking something from something (C) holding something in a state (D) putting something on top of something. Please provide your choice.
1
60
rar
perception_test
perception_test/video_9770.mp4
20.167
[ 7.457 ]
3
[ "shuffling objects", "pretending to mix", "mixing something with something", "breaking something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) shuffling objects (B) pretending to mix (C) mixing something with something (D) breaking something. Please provide your choice.
1
61
rar
perception_test
perception_test/video_3683.mp4
35
[ 3.857 ]
0
[ "putting something on top of something", "other", "putting something into something", "moving object(s) around" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) putting something on top of something (B) other (C) putting something into something (D) moving object(s) around. Please provide your choice.
1
62
rar
perception_test
perception_test/video_7301.mp4
29.833
[ 6.475 ]
0
[ "putting something into something", "drinking something from something", "moving object(s) around", "mixing something with something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) putting something into something (B) drinking something from something (C) moving object(s) around (D) mixing something with something. Please provide your choice.
1
63
rar
perception_test
perception_test/video_5172.mp4
32
[ 30.16 ]
1
[ "hitting something against/with something", "mixing something with something", "pretending to break something", "tearing something into pieces" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) hitting something against/with something (B) mixing something with something (C) pretending to break something (D) tearing something into pieces. Please provide your choice.
1
64
rar
perception_test
perception_test/video_7077.mp4
23
[ 8.996 ]
2
[ "covering something with something", "opening something", "writing or drawing something on a piece of paper", "showing something to the camera" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) covering something with something (B) opening something (C) writing or drawing something on a piece of paper (D) showing something to the camera. Please provide your choice.
1
65
rar
perception_test
perception_test/video_281.mp4
26
[ 4.069 ]
1
[ "drinking something from something", "opening something", "pouring something from something into something", "pulling something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) drinking something from something (B) opening something (C) pouring something from something into something (D) pulling something. Please provide your choice.
1
66
rar
perception_test
perception_test/video_6795.mp4
28.5
[ 8.177 ]
2
[ "mixing something with something", "jingling something", "putting something on top of something", "lifting something and placing it back down" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) mixing something with something (B) jingling something (C) putting something on top of something (D) lifting something and placing it back down. Please provide your choice.
1
67
rar
perception_test
perception_test/video_6523.mp4
26
[ 13.357 ]
0
[ "covering something with something", "holding something in a state", "showing something to the camera", "pretending to drink from something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) covering something with something (B) holding something in a state (C) showing something to the camera (D) pretending to drink from something. Please provide your choice.
1
68
rar
perception_test
perception_test/video_939.mp4
35
[ 5.665 ]
3
[ "shuffling objects", "jingling something", "lifting something and placing it back down", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) shuffling objects (B) jingling something (C) lifting something and placing it back down (D) putting something on top of something. Please provide your choice.
1
69
rar
perception_test
perception_test/video_3078.mp4
21.667
[ 13.463 ]
0
[ "turning something off", "dunking something", "closing something", "turning something on" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) turning something off (B) dunking something (C) closing something (D) turning something on. Please provide your choice.
1
70
rar
perception_test
perception_test/video_7491.mp4
32.667
[ 8.17 ]
3
[ "dropping something on top of something", "writing or drawing something on a piece of paper", "closing something", "taking something out of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) dropping something on top of something (B) writing or drawing something on a piece of paper (C) closing something (D) taking something out of something. Please provide your choice.
1
71
rar
perception_test
perception_test/video_2748.mp4
26
[ 21.126 ]
2
[ "putting something on top of something", "moving object(s) around", "showing something to the camera", "pretending to iron something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) putting something on top of something (B) moving object(s) around (C) showing something to the camera (D) pretending to iron something. Please provide your choice.
1
72
rar
perception_test
perception_test/video_6352.mp4
35
[ 14.484 ]
0
[ "folding something", "crumpling something", "juggling something", "taking something out of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) folding something (B) crumpling something (C) juggling something (D) taking something out of something. Please provide your choice.
1
73
rar
perception_test
perception_test/video_7872.mp4
22.167
[ 4.61 ]
0
[ "lifting something and placing it back down", "indicating a region with the hand", "covering something with something", "jingling something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) lifting something and placing it back down (B) indicating a region with the hand (C) covering something with something (D) jingling something. Please provide your choice.
1
74
rar
perception_test
perception_test/video_2713.mp4
35
[ 7.715 ]
2
[ "clicking something", "mixing something with something", "tearing something into pieces", "pouring something from something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) clicking something (B) mixing something with something (C) tearing something into pieces (D) pouring something from something into something. Please provide your choice.
1
75
rar
perception_test
perception_test/video_3896.mp4
27.5
[ 1.948 ]
0
[ "tearing something into pieces", "pushing something", "pretending to pour from something into something", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) tearing something into pieces (B) pushing something (C) pretending to pour from something into something (D) putting something into something. Please provide your choice.
1
76
rar
perception_test
perception_test/video_5085.mp4
35
[ 29.258 ]
1
[ "indicating a region with the hand", "putting something on top of something", "moving object(s) around", "holding something in a state" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) indicating a region with the hand (B) putting something on top of something (C) moving object(s) around (D) holding something in a state. Please provide your choice.
1
77
rar
perception_test
perception_test/video_5273.mp4
23.167
[ 7.15 ]
1
[ "jingling something", "unplugging something from something", "turning something on", "clicking something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) jingling something (B) unplugging something from something (C) turning something on (D) clicking something. Please provide your choice.
1
78
rar
perception_test
perception_test/video_10309.mp4
21.333
[ 15.253 ]
0
[ "putting something into something", "opening something", "closing something", "pretending to write or draw on a piece of paper" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) putting something into something (B) opening something (C) closing something (D) pretending to write or draw on a piece of paper. Please provide your choice.
1
79
rar
perception_test
perception_test/video_6985.mp4
22.667
[ 10.45 ]
3
[ "putting something on top of something", "indicating a region with the hand", "pretending to cover something", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) putting something on top of something (B) indicating a region with the hand (C) pretending to cover something (D) putting something into something. Please provide your choice.
1
80
rar
perception_test
perception_test/video_347.mp4
35
[ 32.717 ]
3
[ "opening something", "putting something on top of something", "pushing something", "launching something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) opening something (B) putting something on top of something (C) pushing something (D) launching something. Please provide your choice.
1
81
rar
perception_test
perception_test/video_11051.mp4
23.833
[ 10.061 ]
0
[ "lifting something and placing it back down", "opening something", "pretending to break something", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) lifting something and placing it back down (B) opening something (C) pretending to break something (D) putting something into something. Please provide your choice.
1
82
rar
perception_test
perception_test/video_3517.mp4
35
[ 31.708 ]
0
[ "taking something out of something", "pretending to cover something", "closing something", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) taking something out of something (B) pretending to cover something (C) closing something (D) putting something into something. Please provide your choice.
1
83
rar
perception_test
perception_test/video_3044.mp4
21
[ 0.984 ]
0
[ "opening something", "showing something to the camera", "moving object(s) around", "pretending to write or draw on a piece of paper" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) opening something (B) showing something to the camera (C) moving object(s) around (D) pretending to write or draw on a piece of paper. Please provide your choice.
1
84
rar
perception_test
perception_test/video_10370.mp4
23.167
[ 6.2 ]
2
[ "unplugging something from something", "mixing something with something", "breaking something", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) unplugging something from something (B) mixing something with something (C) breaking something (D) putting something into something. Please provide your choice.
1
85
rar
perception_test
perception_test/video_10997.mp4
34.833
[ 23.152 ]
0
[ "lifting something and placing it back down", "rotating something", "turning something off", "pretending to tear something into pieces" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) lifting something and placing it back down (B) rotating something (C) turning something off (D) pretending to tear something into pieces. Please provide your choice.
1
86
rar
perception_test
perception_test/video_10423.mp4
35
[ 1.521 ]
3
[ "closing something", "pouring something from something into something", "pretending to pour from something into something", "cutting something with something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) closing something (B) pouring something from something into something (C) pretending to pour from something into something (D) cutting something with something. Please provide your choice.
1
87
rar
perception_test
perception_test/video_3422.mp4
27.833
[ 11.765 ]
0
[ "pouring something from something into something", "launching something", "covering something with something", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) pouring something from something into something (B) launching something (C) covering something with something (D) putting something into something. Please provide your choice.
1
88
rar
perception_test
perception_test/video_7314.mp4
35
[ 27.28 ]
1
[ "covering something with something", "putting something into something", "showing something to the camera", "putting something on top of something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (C)'. Now I give you the options: (A) covering something with something (B) putting something into something (C) showing something to the camera (D) putting something on top of something. Please provide your choice.
1
89
rar
perception_test
perception_test/video_4708.mp4
24.5
[ 9.654 ]
3
[ "working on a computer", "browsing through something", "turning something on", "holding something in a state" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) working on a computer (B) browsing through something (C) turning something on (D) holding something in a state. Please provide your choice.
1
90
rar
perception_test
perception_test/video_4808.mp4
35
[ 31.84 ]
1
[ "turning something off", "covering something with something", "holding something in a state", "putting something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) turning something off (B) covering something with something (C) holding something in a state (D) putting something into something. Please provide your choice.
1
91
rar
perception_test
perception_test/video_2413.mp4
31.333
[ 9.009 ]
1
[ "closing something", "putting something on top of something", "moving object(s) around", "pretending to cover something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) closing something (B) putting something on top of something (C) moving object(s) around (D) pretending to cover something. Please provide your choice.
1
92
rar
perception_test
perception_test/video_4054.mp4
35
[ 25.88 ]
3
[ "covering something with something", "moving object(s) around", "folding something", "showing something to the camera" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) covering something with something (B) moving object(s) around (C) folding something (D) showing something to the camera. Please provide your choice.
1
93
rar
perception_test
perception_test/video_3839.mp4
24.667
[ 3.86 ]
3
[ "cutting something with something", "showing something to the camera", "putting something into something", "opening something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) cutting something with something (B) showing something to the camera (C) putting something into something (D) opening something. Please provide your choice.
1
94
rar
perception_test
perception_test/video_3548.mp4
27
[ 9.34 ]
3
[ "opening something", "pretending to drink from something", "pretending to tie something", "pretending to pour from something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) opening something (B) pretending to drink from something (C) pretending to tie something (D) pretending to pour from something into something. Please provide your choice.
1
95
rar
perception_test
perception_test/video_5325.mp4
23.167
[ 8.822 ]
3
[ "writing or drawing something on a piece of paper", "tearing something into pieces", "moving object(s) around", "showing something to the camera" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) writing or drawing something on a piece of paper (B) tearing something into pieces (C) moving object(s) around (D) showing something to the camera. Please provide your choice.
1
96
rar
perception_test
perception_test/video_11199.mp4
20.333
[ 9.89 ]
1
[ "pretending to write or draw on a piece of paper", "showing something to the camera", "holding something in a state", "launching something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (B)'. Now I give you the options: (A) pretending to write or draw on a piece of paper (B) showing something to the camera (C) holding something in a state (D) launching something. Please provide your choice.
1
97
rar
perception_test
perception_test/video_107.mp4
26
[ 15.776 ]
2
[ "putting something into something", "folding something", "mixing something with something", "pretending to put something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) putting something into something (B) folding something (C) mixing something with something (D) pretending to put something into something. Please provide your choice.
1
98
rar
perception_test
perception_test/video_1111.mp4
34.833
[ 25.665 ]
2
[ "moving object(s) around", "pretending to cover something", "lifting something and placing it back down", "pretending to pour from something into something" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (A)'. Now I give you the options: (A) moving object(s) around (B) pretending to cover something (C) lifting something and placing it back down (D) pretending to pour from something into something. Please provide your choice.
1
99
rar
perception_test
perception_test/video_2353.mp4
22.333
[ 19.123 ]
2
[ "showing something to the camera", "pretending to write or draw on a piece of paper", "putting something on top of something", "turning something on" ]
You are given a video containing a series of actions. Watch the video carefully and identify the action around <evi> by choosing from a set of options. The format of your response should be: 'Best Option: (your choice)'. For example: 'Best Option: (D)'. Now I give you the options: (A) showing something to the camera (B) pretending to write or draw on a piece of paper (C) putting something on top of something (D) turning something on. Please provide your choice.
End of preview.

Dataset used in D2VLM

Here we provided the instruction for dataset preparation. We provided the transformed annotation (or steps for transformation) tailor for D2VLM, due to the new training objective design.

Dataset Name Role Source
E.T. Bench Evaluation Benchmark Data
Charades-STA Evaluation Benchmark Data, Annotation
Youcook2 Evaluation Benchmark Data, Annotation
E.T. Instruct Finetuning data Data

E.T. Bench

  1. Download and process the data following official document.

  2. Use the annotations provided in this Hugging Face repo (i.e., D2VLM-Dataset/ETBench/evi).

Charades-STA

  1. Follow the provided link in the table above to download the raw videos and the annotations. The folder is organized as follows.
xx/charades
β”œβ”€ Charades_v1 (Downloaded and extracted raw videos from Charades_v1.zip)
β”‚  β”œβ”€ 001TG.mp4
β”‚  β”œβ”€ 003WS.mp4
β”‚  └─ ...
└─ test.caption_coco_format.json
  1. Run the post-processing scripts (in project repo). Remember to update paths in the .py files referenced by the script below.
bash other_benchmark_organize/charades/run.sh

Youcook2

  1. Follow the provided link in the table above to download the raw videos and the annotations. The folder is organized as follows.
xx/youcook2
β”œβ”€ raw_videos (Downloaded and extracted raw videos from raw_videos.tar.gz)
β”‚  β”œβ”€ testing
β”‚  β”œβ”€ training
β”‚  └─ validation
└─ val.caption_coco_format.json
  1. Run the post-processing scripts (in project repo). Remember to update paths in the .py files referenced by the script below.
 bash other_benchmark_organize/youcook2/run.sh

E.T. Instruct

  1. Download and process the data following official document.

  2. Use the annotations provided in this Hugging Face repo.

  • D2VLM-Dataset/ET-Instruct/evi.json --> For supervised finetuning (SFT).

  • /D2VLM-Dataset/ET-Instruct/FPO/tokenized_fpo_annotation.pt --> For FPO.

For FPO, we applied an optimization: the dispreferred sample is appended after the preferred (positive) sample within the same sequence, and we adjust the positional encodings and attention mask accordingly. This makes training more efficient than naively training paired samples as separate batch items. One may check the fpo_anno_gen/run.sh in the project repo to learn more.

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