metadata
license: mit
extra_gated_prompt: >-
You agree to not use the dataset to conduct experiments that cause harm to
human subjects. Please note that the data in this dataset may be subject to
other agreements. Before using the data, be sure to read the relevant
agreements carefully to ensure compliant use. Video copyrights belong to the
original video creators or platforms and are for academic research use only.
task_categories:
- visual-question-answering
- video-classification
extra_gated_fields:
Name: text
Company/Organization: text
Country: text
E-Mail: text
modalities:
- Video
- Text
configs:
- config_name: action_sequence
data_files: text/action_sequence.json
- config_name: moving_count
data_files: text/moving_count.json
- config_name: action_prediction
data_files: text/action_prediction.json
- config_name: episodic_reasoning
data_files: text/episodic_reasoning.json
- config_name: action_antonym
data_files: text/action_antonym.json
- config_name: action_count
data_files: text/action_count.json
- config_name: scene_transition
data_files: text/scene_transition.json
- config_name: object_shuffle
data_files: text/object_shuffle.json
- config_name: object_existence
data_files: text/object_existence.json
- config_name: fine_grained_pose
data_files: text/fine_grained_pose.json
- config_name: unexpected_action
data_files: text/unexpected_action.json
- config_name: moving_direction
data_files: text/moving_direction.json
- config_name: state_change
data_files: text/state_change.json
- config_name: object_interaction
data_files: text/object_interaction.json
- config_name: character_order
data_files: text/character_order.json
- config_name: action_localization
data_files: text/action_localization.json
- config_name: counterfactual_inference
data_files: text/counterfactual_inference.json
- config_name: fine_grained_action
data_files: text/fine_grained_action.json
- config_name: moving_attribute
data_files: text/moving_attribute.json
- config_name: egocentric_navigation
data_files: text/egocentric_navigation.json
language:
- en
size_categories:
- 1K<n<10K
This dataset contains optimized video files based on the MVBench dataset. All non-video data remains the same, and users are encouraged to refer to the original dataset for the rest of the data and annotations.
Original MVBench Dataset: MVBench on Hugging Face