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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      JSON parse error: The document is empty.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 324, in _generate_tables
                  df = pandas_read_json(f)
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 38, in pandas_read_json
                  return pd.read_json(path_or_buf, **kwargs)
                         ~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/pandas/io/json/_json.py", line 791, in read_json
                  json_reader = JsonReader(
                      path_or_buf,
                  ...<16 lines>...
                      engine=engine,
                  )
                File "/usr/local/lib/python3.14/site-packages/pandas/io/json/_json.py", line 905, in __init__
                  self.data = self._preprocess_data(data)
                              ~~~~~~~~~~~~~~~~~~~~~^^^^^^
                File "/usr/local/lib/python3.14/site-packages/pandas/io/json/_json.py", line 917, in _preprocess_data
                  data = data.read()
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 844, in read_with_retries
                  out = read(*args, **kwargs)
                File "<frozen codecs>", line 325, in decode
              UnicodeDecodeError: 'utf-8' codec can't decode byte 0xb3 in position 47: invalid start byte
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 327, in _generate_tables
                  raise e
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 290, in _generate_tables
                  pa_table = paj.read_json(
                      io.BytesIO(batch), read_options=paj.ReadOptions(block_size=block_size)
                  )
                File "pyarrow/_json.pyx", line 342, in pyarrow._json.read_json
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                  return check_status(status)
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
                  raise convert_status(status)
              pyarrow.lib.ArrowInvalid: JSON parse error: The document is empty.
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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id
string
video
string
conversations
list
sfu_covid_010_6_A361_O1
sfu_covid_010_6_A361_O1_exo2.mp4
[ { "from": "human", "value": "Provide a detailed description of what occurs in this clip.\n<video>" }, { "from": "gpt", "value": "In a room with several chairs and a large screen in the background, a person is seen handling various items on a table. They pick up a plastic bag containing a small o...
sfu_covid_010_6_A361_O1
sfu_covid_010_6_A361_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nSummarize the sequence of events shown in this video." }, { "from": "gpt", "value": "The video features a person seated at a table, engaging in a repetitive task. They pick up a piece of paper, examine it briefly, and then place it back on the table. This se...
sfu_covid_010_6_A361_O1
sfu_covid_010_6_A361_O1_exo2.mp4
[ { "from": "human", "value": "What objects are visible throughout the video?\n<video>" }, { "from": "gpt", "value": "A wooden table, a blue box, a pair of scissors, and several plastic-wrapped items are visible throughout the video." } ]
sfu_covid_010_6_A364_O2
sfu_covid_010_6_A364_O2_exo2.mp4
[ { "from": "human", "value": "What events are taking place in this video in detail?\n<video>" }, { "from": "gpt", "value": "The video features a person placing their hands on a table, followed by a hand flipping through the pages of a book." } ]
sfu_covid_010_6_A364_O2
sfu_covid_010_6_A364_O2_exo2.mp4
[ { "from": "human", "value": "<video>\nSummarize the sequence of events shown in this video." }, { "from": "gpt", "value": "The video depicts a person handling a plastic-wrapped item, which is placed on a table. The person then removes the item from its wrapping and sets it aside. Subsequently, t...
sfu_covid_010_6_A364_O2
sfu_covid_010_6_A364_O2_exo2.mp4
[ { "from": "human", "value": "<video>\nWhat are the primary objects in the scene relevant to the action being performed?" }, { "from": "gpt", "value": "The primary objects in the scene are the person's hands and the piece of paper." } ]
sfu_covid_010_6_A364_O3
sfu_covid_010_6_A364_O3_exo2.mp4
[ { "from": "human", "value": "What activity is being performed in the video in detail?\n<video>" }, { "from": "gpt", "value": "The activity being performed in the video is reading a document." } ]
sfu_covid_010_6_A364_O3
sfu_covid_010_6_A364_O3_exo2.mp4
[ { "from": "human", "value": "<video>\nSummarize the sequence of events shown in this video." }, { "from": "gpt", "value": "The video features a person flipping through the pages of a brochure. The camera remains stationary throughout the entire sequence, providing a consistent view of the action...
sfu_covid_010_6_A364_O3
sfu_covid_010_6_A364_O3_exo2.mp4
[ { "from": "human", "value": "<video>\nWhat objects are visible throughout the video?" }, { "from": "gpt", "value": "A wooden table, a blue plastic bag, and a large blue and white brochure are visible throughout the video." } ]
sfu_covid_010_6_A364_O4
sfu_covid_010_6_A364_O4_exo1.mp4
[ { "from": "human", "value": "What activity is being performed in the video in detail?\n<video>" }, { "from": "gpt", "value": "The video shows a person sitting in front of a computer. However, there is no specific activity being performed by the person on the computer." } ]
sfu_covid_010_6_A364_O4
sfu_covid_010_6_A364_O4_exo1.mp4
[ { "from": "human", "value": "Summarize the sequence of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video begins with a person's hand reaching for a piece of paper. The camera then pans to the left, revealing a tripod. Subsequently, the camera moves back to the right."...
sfu_covid_010_6_A364_O4
sfu_covid_010_6_A364_O4_exo1.mp4
[ { "from": "human", "value": "Where are the main objects and people located in the scene?\n<video>" }, { "from": "gpt", "value": "The main objects and people are located in the foreground, on a table with papers and a person seated at the far end of the room." } ]
sfu_covid_010_6_A364_O6
sfu_covid_010_6_A364_O6_exo2.mp4
[ { "from": "human", "value": "<video>\nDescribe what is happening in this video in detail." }, { "from": "gpt", "value": "In the video, a person is seen sitting at a table. They are reading an instruction manual while someone is talking in the background. The person then places a small bottle on ...
sfu_covid_010_6_A364_O6
sfu_covid_010_6_A364_O6_exo2.mp4
[ { "from": "human", "value": "Summarize the sequence of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video begins with a person picking up a small white object. The camera then focuses on a booklet, which is the central element for the remainder of the video." } ]
sfu_covid_010_6_A364_O6
sfu_covid_010_6_A364_O6_exo2.mp4
[ { "from": "human", "value": "<video>\nWhat objects are visible throughout the video?" }, { "from": "gpt", "value": "A wooden table with various items, including a blue box labeled 'COVID-19 Antigen Rapid Test Kit (Rapid Diagnostic Test)', several plastic-wrapped items, and a large instruction sh...
sfu_covid_010_6_A368_O1
sfu_covid_010_6_A368_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nProvide a detailed description of what occurs in this clip." }, { "from": "gpt", "value": "The video shows a person in a room with chairs and tables. The person is sitting at a table and appears to be handling some papers. The camera angle is from above, pro...
sfu_covid_010_6_A368_O1
sfu_covid_010_6_A368_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nSummarize the progression of events from beginning to end." }, { "from": "gpt", "value": "The video starts with a close-up view of a table where a person is handling various items, including a booklet and plastic-wrapped objects. The camera then zooms out to...
sfu_covid_010_6_A368_O1
sfu_covid_010_6_A368_O1_exo2.mp4
[ { "from": "human", "value": "Where are the main objects and people located in the scene?\n<video>" }, { "from": "gpt", "value": "The main objects and people are located in a room with chairs, a table, and a person sitting at the table." } ]
sfu_covid_010_6_A369_O1
sfu_covid_010_6_A369_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nWhat events are taking place in this video in detail?" }, { "from": "gpt", "value": "The video shows a person's hands working on a table. They pick up a blue box and examine it, then set it down. Next, they take a small white object from the table and place ...
sfu_covid_010_6_A369_O1
sfu_covid_010_6_A369_O1_exo2.mp4
[ { "from": "human", "value": "Summarize the progression of events from beginning to end.\n<video>" }, { "from": "gpt", "value": "The video begins with a person in a plaid shirt handling various items on a table, including a pair of blue scissors, a white cloth, and several packets and papers. The...
sfu_covid_010_6_A369_O1
sfu_covid_010_6_A369_O1_exo2.mp4
[ { "from": "human", "value": "What objects are visible throughout the video?\n<video>" }, { "from": "gpt", "value": "A pair of blue scissors, a white cloth, several packets, and a brochure are visible throughout the video." } ]
sfu_covid_010_6_A370_O1
sfu_covid_010_6_A370_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nWhat activity is being performed in the video in detail?" }, { "from": "gpt", "value": "The person is carefully handling and organizing small items on a table, including a blue box, a piece of paper, and several small plastic bags." } ]
sfu_covid_010_6_A370_O1
sfu_covid_010_6_A370_O1_exo2.mp4
[ { "from": "human", "value": "Summarize the sequence of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video begins with a close-up of a person's hands holding a blue card and a white paper. The person then places the card on a table, which is surrounded by various items ...
sfu_covid_010_6_A370_O1
sfu_covid_010_6_A370_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nWhat are the primary objects in the scene relevant to the action being performed?" }, { "from": "gpt", "value": "The primary objects in the scene are a blue box, a syringe, and a plastic bag." } ]
sfu_covid_010_6_A371_O1
sfu_covid_010_6_A371_O1_exo1.mp4
[ { "from": "human", "value": "<video>\nDescribe what is happening in this video in detail." }, { "from": "gpt", "value": "In the video, a person is seen sitting at a table and using their hands to open a small plastic package. They then take out a piece of paper from the package. The person is we...
sfu_covid_010_6_A371_O1
sfu_covid_010_6_A371_O1_exo1.mp4
[ { "from": "human", "value": "<video>\nOutline the order of events shown in this video." }, { "from": "gpt", "value": "A person is sitting at a table in a room with many chairs. They are holding a small plastic bag and are carefully opening it. They then take out a small object from the bag and e...
sfu_covid_010_6_A371_O1
sfu_covid_010_6_A371_O1_exo1.mp4
[ { "from": "human", "value": "What objects are visible throughout the video?\n<video>" }, { "from": "gpt", "value": "A pair of blue scissors, a white cloth, several small packets, and a blue box are visible throughout the video." } ]
sfu_covid_010_6_A376_O1
sfu_covid_010_6_A376_O1_exo1.mp4
[ { "from": "human", "value": "<video>\nWhat activity is being performed in the video in detail?" }, { "from": "gpt", "value": "The video shows a person opening a package." } ]
sfu_covid_010_6_A376_O1
sfu_covid_010_6_A376_O1_exo1.mp4
[ { "from": "human", "value": "Summarize the sequence of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video features a person engaged in the task of handling a blue booklet. Initially, they hold the booklet and flip through its pages from 5.0 second to 10.0 second. Subse...
sfu_covid_010_6_A376_O1
sfu_covid_010_6_A376_O1_exo1.mp4
[ { "from": "human", "value": "Describe the objects in the video and how they are used.\n<video>" }, { "from": "gpt", "value": "The video shows a person using various objects on a table. These objects include a blue pair of scissors, which the person uses to cut something, and a white paper towel....
sfu_covid_010_6_A379_O1
sfu_covid_010_6_A379_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nDescribe what is happening in this video in detail." }, { "from": "gpt", "value": "In the video, a person is seen folding paper at a table. They are wearing a plaid shirt and using their hands to fold the paper. The room they are in appears to be a conferenc...
sfu_covid_010_6_A379_O1
sfu_covid_010_6_A379_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nOutline the order of events shown in this video." }, { "from": "gpt", "value": "The video starts with a person sitting at a table, holding a small box. They then proceed to open the box and remove several items from it. After that, they place the box on the ...
sfu_covid_010_6_A379_O1
sfu_covid_010_6_A379_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nDescribe the objects in the video and how they are used." }, { "from": "gpt", "value": "The video shows a person using their hands to open and close a box, flip through a book, and pick up a piece of paper. The objects are the box, book, and paper." } ]
sfu_covid_010_6_A384_O1
sfu_covid_010_6_A384_O1_exo2.mp4
[ { "from": "human", "value": "What activity is being performed in the video in detail?\n<video>" }, { "from": "gpt", "value": "The video shows a person sitting at a table and peeling off a piece of paper. The camera captures the entire process from the start to the end." } ]
sfu_covid_010_6_A384_O1
sfu_covid_010_6_A384_O1_exo2.mp4
[ { "from": "human", "value": "Outline the order of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video begins with a person's hands holding a small white strip. The hands then place the strip on the table. This sequence is repeated, with the hands once again holding the ...
sfu_covid_010_6_A384_O1
sfu_covid_010_6_A384_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nWhere are the main objects and people located in the scene?" }, { "from": "gpt", "value": "The main objects, including the table, documents, and medical supplies, are located on the table in the foreground. The person is seated at the table, and the backgrou...
sfu_covid_010_6_A399_O1
sfu_covid_010_6_A399_O1_exo2.mp4
[ { "from": "human", "value": "Describe what is happening in this video in detail.\n<video>" }, { "from": "gpt", "value": "In the video, a person is sitting at a table and reading some papers. They are flipping through the pages of a pamphlet. Another person is holding a piece of paper and tearing...
sfu_covid_010_6_A399_O1
sfu_covid_010_6_A399_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nOutline the order of events shown in this video." }, { "from": "gpt", "value": "The video starts with a person sitting at a table, looking at some papers. They then pick up a small plastic bag and begin to open it." } ]
sfu_covid_010_6_A399_O1
sfu_covid_010_6_A399_O1_exo2.mp4
[ { "from": "human", "value": "What are the primary objects in the scene relevant to the action being performed?\n<video>" }, { "from": "gpt", "value": "The primary objects in the scene relevant to the action being performed are the documents and the scissors." } ]
sfu_covid_010_6_A399_O2
sfu_covid_010_6_A399_O2_exo2.mp4
[ { "from": "human", "value": "Describe what is happening in this video in detail.\n<video>" }, { "from": "gpt", "value": "A person is sitting at a table and using blue scissors to cut open a blue box. There are other boxes on the table as well." } ]
sfu_covid_010_6_A399_O2
sfu_covid_010_6_A399_O2_exo2.mp4
[ { "from": "human", "value": "<video>\nSummarize the progression of events from beginning to end." }, { "from": "gpt", "value": "The video begins with a person in a plaid shirt organizing papers on a table in a room filled with rows of chairs. The table is cluttered with various items, including ...
sfu_covid_010_6_A399_O2
sfu_covid_010_6_A399_O2_exo2.mp4
[ { "from": "human", "value": "<video>\nWhat objects are visible throughout the video?" }, { "from": "gpt", "value": "A pair of blue scissors, a white notepad, a blue box labeled 'COVID-19 Antigen Rapid Test Kit (Home Use)', and several test strips are visible throughout the video." } ]
sfu_covid_013_12_A361_O1
sfu_covid_013_12_A361_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat events are taking place in this video in detail?" }, { "from": "gpt", "value": "The video features a person who is initially shown sitting down. The camera then pans to the left, revealing the person's face. Next, the person picks up a piece of paper fr...
sfu_covid_013_12_A361_O1
sfu_covid_013_12_A361_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nOutline the order of events shown in this video." }, { "from": "gpt", "value": "The video begins with a person handling various items on a table, including a box, scissors, and some papers. They then proceed to open the box and examine its contents. Next, th...
sfu_covid_013_12_A361_O1
sfu_covid_013_12_A361_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat are the primary objects in the scene relevant to the action being performed?" }, { "from": "gpt", "value": "The primary objects in the scene are the white box, the scissors, and the small plastic bag." } ]
sfu_covid_013_12_A362_O1
sfu_covid_013_12_A362_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat activity is being performed in the video in detail?" }, { "from": "gpt", "value": "The person is unwrapping a small object from a plastic bag." } ]
sfu_covid_013_12_A362_O1
sfu_covid_013_12_A362_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nSummarize the progression of events from beginning to end." }, { "from": "gpt", "value": "The video begins with a person seated at a table in a room filled with chairs and tables. On the table, there is an open box containing various items, including blue sc...
sfu_covid_013_12_A362_O1
sfu_covid_013_12_A362_O1_exo3.mp4
[ { "from": "human", "value": "What are the primary objects in the scene relevant to the action being performed?\n<video>" }, { "from": "gpt", "value": "The primary objects in the scene are a pair of blue scissors, a white box, and a piece of paper with text on it." } ]
sfu_covid_013_12_A364_O3
sfu_covid_013_12_A364_O3_exo3.mp4
[ { "from": "human", "value": "What events are taking place in this video in detail?\n<video>" }, { "from": "gpt", "value": "In the video, a person is seen flipping through the pages of a manual. Later, they pick up a small object and begin rubbing it on their finger." } ]
sfu_covid_013_12_A364_O3
sfu_covid_013_12_A364_O3_exo3.mp4
[ { "from": "human", "value": "Summarize the sequence of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video features a person examining a document, which they then place on the table. Subsequently, they pick up a small pink object and scrutinize it." } ]
sfu_covid_013_12_A364_O3
sfu_covid_013_12_A364_O3_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat are the primary objects in the scene relevant to the action being performed?" }, { "from": "gpt", "value": "The primary objects in the scene are a piece of paper and a small object, likely a pill." } ]
sfu_covid_013_12_A364_O5
sfu_covid_013_12_A364_O5_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat activity is being performed in the video in detail?" }, { "from": "gpt", "value": "The person is reading a manual." } ]
sfu_covid_013_12_A364_O5
sfu_covid_013_12_A364_O5_exo3.mp4
[ { "from": "human", "value": "Summarize the sequence of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video begins with a close-up of a table containing various items, including a plastic bag, a small bottle, a wooden stick, and an instruction manual. The camera then zoo...
sfu_covid_013_12_A364_O5
sfu_covid_013_12_A364_O5_exo3.mp4
[ { "from": "human", "value": "What are the primary objects in the scene relevant to the action being performed?\n<video>" }, { "from": "gpt", "value": "The primary objects in the scene are a wooden table, a piece of paper with text and diagrams, and a plastic bag." } ]
sfu_covid_013_12_A364_O6
sfu_covid_013_12_A364_O6_exo3.mp4
[ { "from": "human", "value": "Describe the main actions shown in the video in detail.\n<video>" }, { "from": "gpt", "value": "The video shows a person's hands interacting with various objects on a wooden table. The left hand holds a white rectangular object with circular holes, while the right ha...
sfu_covid_013_12_A364_O6
sfu_covid_013_12_A364_O6_exo3.mp4
[ { "from": "human", "value": "<video>\nSummarize the progression of events from beginning to end." }, { "from": "gpt", "value": "The video starts with a person holding a small white card and a piece of paper. The person then places the small white card on the table and begins to read the paper, w...
sfu_covid_013_12_A364_O6
sfu_covid_013_12_A364_O6_exo3.mp4
[ { "from": "human", "value": "Describe the objects in the video and how they are used.\n<video>" }, { "from": "gpt", "value": "The video shows a person using a small wooden box with holes in it. They also use a piece of paper and a pen to write on it. The table they are working on is brown, and t...
sfu_covid_013_12_A367_O1
sfu_covid_013_12_A367_O1_exo4.mp4
[ { "from": "human", "value": "What events are taking place in this video in detail?\n<video>" }, { "from": "gpt", "value": "In the video, a person is seen opening a box. They then proceed to put something inside a small container. Next, they place a pink item into a white object. Finally, the per...
sfu_covid_013_12_A367_O1
sfu_covid_013_12_A367_O1_exo4.mp4
[ { "from": "human", "value": "<video>\nSummarize the sequence of events shown in this video." }, { "from": "gpt", "value": "The video features a person opening a box, which is the initial event. They then place an item on the table, which is the second event." } ]
sfu_covid_013_12_A367_O1
sfu_covid_013_12_A367_O1_exo4.mp4
[ { "from": "human", "value": "Describe the objects in the video and how they are used.\n<video>" }, { "from": "gpt", "value": "The video shows a person opening a box, taking out some items, and putting them on the table. There are also other objects on the table such as a plastic bag containing a...
sfu_covid_013_12_A368_O1
sfu_covid_013_12_A368_O1_exo3.mp4
[ { "from": "human", "value": "What activity is being performed in the video in detail?\n<video>" }, { "from": "gpt", "value": "The person is handling a piece of paper, possibly reading or writing on it." } ]
sfu_covid_013_12_A368_O1
sfu_covid_013_12_A368_O1_exo3.mp4
[ { "from": "human", "value": "Summarize the progression of events from beginning to end.\n<video>" }, { "from": "gpt", "value": "The video begins with a person seated at a table in a room filled with chairs and tables. The person is holding a small white object, which they examine closely. On the...
sfu_covid_013_12_A368_O1
sfu_covid_013_12_A368_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat are the primary objects in the scene relevant to the action being performed?" }, { "from": "gpt", "value": "The primary objects in the scene relevant to the action being performed are the white object, which is a ruler, and the piece of paper." } ]
sfu_covid_013_12_A371_O1
sfu_covid_013_12_A371_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nDescribe what is happening in this video in detail." }, { "from": "gpt", "value": "A person is sitting at a table, wearing a long sleeve shirt. They are using their hands to put together some small items, possibly jewelry or accessories. The person is focuse...
sfu_covid_013_12_A371_O1
sfu_covid_013_12_A371_O1_exo2.mp4
[ { "from": "human", "value": "Summarize the progression of events from beginning to end.\n<video>" }, { "from": "gpt", "value": "The video begins with a person seated at a wooden table in a room filled with blue chairs and tables. The individual is handling small items, including a small white bo...
sfu_covid_013_12_A371_O1
sfu_covid_013_12_A371_O1_exo2.mp4
[ { "from": "human", "value": "<video>\nDescribe the objects in the video and how they are used." }, { "from": "gpt", "value": "The video shows a person sitting at a table with a box of tissues. The person is holding a tissue and appears to be using it. There are also other objects on the table, s...
sfu_covid_013_12_A375_O1
sfu_covid_013_12_A375_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nProvide a detailed description of what occurs in this clip." }, { "from": "gpt", "value": "The video shows a person in a room with a camera on a tripod. The camera is recording the person's hand as they work on something." } ]
sfu_covid_013_12_A375_O1
sfu_covid_013_12_A375_O1_exo3.mp4
[ { "from": "human", "value": "Outline the order of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video begins with a close-up of a hand holding a pen. The hand then moves the pen towards a piece of paper on a desk. The camera then pans to show a room with several desks a...
sfu_covid_013_12_A375_O1
sfu_covid_013_12_A375_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat objects are visible throughout the video?" }, { "from": "gpt", "value": "Throughout the video, a camera, tripod, and various objects on the table are visible." } ]
sfu_covid_013_12_A376_O1
sfu_covid_013_12_A376_O1_exo3.mp4
[ { "from": "human", "value": "What activity is being performed in the video in detail?\n<video>" }, { "from": "gpt", "value": "In the video, a person is seen sitting at a table and holding a pen in their hand. The person then picks up a small white box from the table and opens it. After opening t...
sfu_covid_013_12_A376_O1
sfu_covid_013_12_A376_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nSummarize the progression of events from beginning to end." }, { "from": "gpt", "value": "The video starts with a person holding a pen and tapping it on a table in a room. Various items, including a box of tissues, a small plastic bag, a piece of paper, a wh...
sfu_covid_013_12_A376_O1
sfu_covid_013_12_A376_O1_exo3.mp4
[ { "from": "human", "value": "Describe the objects in the video and how they are used.\n<video>" }, { "from": "gpt", "value": "The objects in the video are a table, a pen, and a hand. The hand is holding the pen and moving it around on the table. There are no other objects that are being used or ...
sfu_covid_013_12_A378_O1
sfu_covid_013_12_A378_O1_exo4.mp4
[ { "from": "human", "value": "<video>\nWhat activity is being performed in the video in detail?" }, { "from": "gpt", "value": "The person is writing on a piece of paper." } ]
sfu_covid_013_12_A378_O1
sfu_covid_013_12_A378_O1_exo4.mp4
[ { "from": "human", "value": "<video>\nOutline the order of events shown in this video." }, { "from": "gpt", "value": "The video starts with a close-up of a person's hands holding a white stick-like object. The camera then zooms out to reveal a wider view of the room, showing a table with various...
sfu_covid_013_12_A378_O1
sfu_covid_013_12_A378_O1_exo4.mp4
[ { "from": "human", "value": "What are the primary objects in the scene relevant to the action being performed?\n<video>" }, { "from": "gpt", "value": "The primary objects in the scene are the person's hand, the pen, and the paper." } ]
sfu_covid_013_12_A379_O1
sfu_covid_013_12_A379_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nDescribe the main actions shown in the video in detail." }, { "from": "gpt", "value": "The video begins with a person sitting at a wooden table in a room filled with several desks and chairs. On the table, there is a white box and a pair of blue scissors. Th...
sfu_covid_013_12_A379_O1
sfu_covid_013_12_A379_O1_exo3.mp4
[ { "from": "human", "value": "Summarize the sequence of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video depicts a person opening a box. The person then removes a plastic bag from the box and places it on the table." } ]
sfu_covid_013_12_A379_O1
sfu_covid_013_12_A379_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat are the primary objects in the scene relevant to the action being performed?" }, { "from": "gpt", "value": "The primary objects in the scene are the book, the scissors, and the plastic bag." } ]
sfu_covid_013_12_A379_O2
sfu_covid_013_12_A379_O2_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat events are taking place in this video in detail?" }, { "from": "gpt", "value": "In the video, a person is seen holding a white box. They then pick up a pink object from the box. The individual proceeds to place the pink item on top of another item." }...
sfu_covid_013_12_A379_O2
sfu_covid_013_12_A379_O2_exo3.mp4
[ { "from": "human", "value": "Summarize the progression of events from beginning to end.\n<video>" }, { "from": "gpt", "value": "The video begins with a person sitting at a wooden table in a room filled with several blue chairs and tables. The person, wearing a gray long-sleeve shirt, opens a whi...
sfu_covid_013_12_A379_O2
sfu_covid_013_12_A379_O2_exo3.mp4
[ { "from": "human", "value": "<video>\nWhere are the main objects and people located in the scene?" }, { "from": "gpt", "value": "The main objects and people are located on a wooden table in an empty room with large windows." } ]
sfu_covid_013_12_A380_O1
sfu_covid_013_12_A380_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat activity is being performed in the video in detail?" }, { "from": "gpt", "value": "The video shows a person sitting at a table with various items on it, including a box of tissues and a piece of paper." } ]
sfu_covid_013_12_A380_O1
sfu_covid_013_12_A380_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nOutline the order of events shown in this video." }, { "from": "gpt", "value": "The video begins with a close-up of a person's hand placing a document on the table. The camera then zooms out to reveal the entire room. Next, the camera pans to the left, showi...
sfu_covid_013_12_A380_O1
sfu_covid_013_12_A380_O1_exo3.mp4
[ { "from": "human", "value": "Where are the main objects and people located in the scene?\n<video>" }, { "from": "gpt", "value": "The main objects are on the table, and the people are in front of the camera." } ]
sfu_covid_013_12_A382_O1
sfu_covid_013_12_A382_O1_exo3.mp4
[ { "from": "human", "value": "What activity is being performed in the video in detail?\n<video>" }, { "from": "gpt", "value": "The video provides a detailed view of someone using a swab to collect a sample from their arm and then placing the swab into a tube." } ]
sfu_covid_013_12_A382_O1
sfu_covid_013_12_A382_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nSummarize the progression of events from beginning to end." }, { "from": "gpt", "value": "The video starts with a person in a light blue long-sleeve shirt handling a small plastic bag containing a cotton swab and other items on a wooden table. They then open...
sfu_covid_013_12_A382_O1
sfu_covid_013_12_A382_O1_exo3.mp4
[ { "from": "human", "value": "What objects are visible throughout the video?\n<video>" }, { "from": "gpt", "value": "The objects visible throughout the video include a white box, blue scissors, a small plastic bag, and some papers." } ]
sfu_covid_013_12_A384_O1
sfu_covid_013_12_A384_O1_exo3.mp4
[ { "from": "human", "value": "What activity is being performed in the video in detail?\n<video>" }, { "from": "gpt", "value": "The video shows a person sitting at a table and using their hands to cut something. It is unclear what they are cutting, but the camera focuses on their hands throughout ...
sfu_covid_013_12_A384_O1
sfu_covid_013_12_A384_O1_exo3.mp4
[ { "from": "human", "value": "Summarize the progression of events from beginning to end.\n<video>" }, { "from": "gpt", "value": "The video begins with a person sitting at a table, examining a small white rectangular object. The person then picks up a small plastic bag containing a pink item and b...
sfu_covid_013_12_A384_O1
sfu_covid_013_12_A384_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nWhere are the main objects and people located in the scene?" }, { "from": "gpt", "value": "The main objects, including the small white box, pink bottle, plastic bag, and papers, are on a wooden table. The person in the light gray long-sleeve shirt is seated ...
sfu_covid_013_12_A394_O1
sfu_covid_013_12_A394_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nProvide a detailed description of what occurs in this clip." }, { "from": "gpt", "value": "The video begins with a person sitting at a wooden table in a room filled with blue chairs and tables. The person is wearing a light-colored long-sleeve shirt. On the ...
sfu_covid_013_12_A394_O1
sfu_covid_013_12_A394_O1_exo3.mp4
[ { "from": "human", "value": "Outline the order of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video begins with a person holding a small white object. They then proceed to open a box, revealing various items inside. The person carefully removes one item from the box a...
sfu_covid_013_12_A394_O1
sfu_covid_013_12_A394_O1_exo3.mp4
[ { "from": "human", "value": "Where are the main objects and people located in the scene?\n<video>" }, { "from": "gpt", "value": "The main objects, including the box, scissors, plastic bag, and papers, are on a wooden table. The person is seated at the table, with a background showing a room with...
sfu_covid_014_2_A361_O1
sfu_covid_014_2_A361_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat events are taking place in this video in detail?" }, { "from": "gpt", "value": "In the video, a person opens a box and takes out a plastic item. They then place the plastic item on the table. Next, the person retrieves a CD from the box." } ]
sfu_covid_014_2_A361_O1
sfu_covid_014_2_A361_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nSummarize the progression of events from beginning to end." }, { "from": "gpt", "value": "The video begins with a person opening a blue and white box on a wooden table. They remove a small plastic-wrapped item, place it on the table, and continue to open the...
sfu_covid_014_2_A361_O1
sfu_covid_014_2_A361_O1_exo3.mp4
[ { "from": "human", "value": "Where are the main objects and people located in the scene?\n<video>" }, { "from": "gpt", "value": "The main objects, including the box, scissors, and instruction manual, are on a wooden table, while the person is seated at the table." } ]
sfu_covid_014_2_A361_O2
sfu_covid_014_2_A361_O2_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat activity is being performed in the video in detail?" }, { "from": "gpt", "value": "The video shows a person sitting at a table and using a pair of scissors to cut a plastic bag. The person then takes the plastic out of the bag and folds it in half." }...
sfu_covid_014_2_A361_O2
sfu_covid_014_2_A361_O2_exo3.mp4
[ { "from": "human", "value": "Summarize the sequence of events shown in this video.\n<video>" }, { "from": "gpt", "value": "The video begins with a person holding a plastic-wrapped object. They then proceed to unwrap the object, revealing a small item inside." } ]
sfu_covid_014_2_A361_O2
sfu_covid_014_2_A361_O2_exo3.mp4
[ { "from": "human", "value": "<video>\nWhere are the main objects and people located in the scene?" }, { "from": "gpt", "value": "The main objects and people are located at a wooden table in a room with several chairs and tables." } ]
sfu_covid_014_2_A364_O1
sfu_covid_014_2_A364_O1_exo3.mp4
[ { "from": "human", "value": "<video>\nWhat events are taking place in this video in detail?" }, { "from": "gpt", "value": "In the video, a person is seen opening a box. The person then proceeds to remove some papers from the box and begins reading them." } ]
End of preview.

Ego2ExoVLM Training Data

Exocentric training videos for Ego2ExoVLM, from From My View to Yours: Learning Egocentric Cues from Exocentric Video using Privileged Egocentric Supervision (ECCV 2026).

  • exocentric_videos.zip: 9,392 exocentric keystep segments from the EgoExo4D keystep recognition training set (one exocentric view per segment)
  • egoexo4d-exoviews-with-egocaptions.json: 28,176 instruction pairs (three per video) containing the responses of the egocentric teacher (VideoLLaMA3-7B), paired with the exocentric videos

Please see the GitHub repository for training instructions.

Citation

@inproceedings{reilly2026ego2exovlm,
  title     = {From My View to Yours: Learning Egocentric Cues from Exocentric Video using Privileged Egocentric Supervision},
  author    = {Dominick Reilly and Manish Kumar Govind and Le Xue and Srijan Das},
  booktitle = {Proceedings of the European Conference on Computer Vision (ECCV)},
  year      = {2026}
}
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