dataset_info:
features:
- name: vclip_id
dtype: string
- name: question_id
dtype: int32
- name: question
dtype: string
- name: answer
dtype: string
- name: frame_indexes
sequence: int32
- name: choices
struct:
- name: A
dtype: string
- name: B
dtype: string
- name: C
dtype: string
- name: D
dtype: string
- name: E
dtype: string
- name: video_metadata
struct:
- name: file_name
dtype: string
- name: CLIP-reference-interval
sequence: float32
- name: frame_count
dtype: int32
- name: frame_rate
dtype: float32
- name: duration
dtype: float32
- name: resolution
dtype: string
- name: frame_dimensions
sequence: int32
- name: codec
dtype: string
- name: bitrate
dtype: int32
- name: frame_dimensions_resized
sequence: int32
- name: resolution_resized
dtype: string
splits:
- name: train
num_bytes: 4111683
num_examples: 11220
- name: test
num_bytes: 1574830
num_examples: 3874
download_size: 1946133
dataset_size: 5686513
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
[[PAPER_TITLE]]
[[FIRST_NAME]] [[LAST_NAME]],
Northwestern University
[[CONFERENCE_TITLE]]
🌎Website |
🧑💻Code |
📄arXiv |
🏆 Leaderboard
[[TITLE]]
[[AUTHOR_1]],
[[AUTHOR_2]],
[[AUTHOR_3]],
[[AUTHOR_4]],
[[AUTHOR_5]],
[[AUTHOR_6]],
[[AUTHOR_7]],
[[AUTHOR_8]],
[[AUTHOR_9]],
[[AUTHOR_10]]
[[INSTITUTION]]
[[VENUE_AND_YEAR]]
🌎Website |
🧑💻Code |
📄arXiv |
🏆 Leaderboard
📣 News
- [[DATE]]: [[NEWS_ITEM]]
Abstract
[[ABSTRACT]]
[[TITLE]] Statistics
Downloading Data and Benchmarking Guide
To download the data:
Download Instructions: Follow the instructions provided here. We provide unique identifiers (UIDs) for the data sets in
[[DATA_ORGANIZATION_PATH]].Demo Data: For a quick start, we include one demo example:
[[DEMO_DATA_PATH]].Benchmarking Guide: We provide a step-by-step guide for benchmarking here.
👉Note: For evaluations, we recommend starting with our development set ([[DEV_SET_DETAILS]]).
Dataset Organization
The dataset is organized to facilitate easy access to all resources. Below is the structure:
[[DATASET_ORGANIZATION_STRUCTURE]]
Description of Key Components
[[KEY_COMPONENT_PATH]]: This directory contains resources in [[FORMAT]] format. Each file includes metadata and other details:
[[DATA_FILE_1]]:- [[DESCRIPTION_1]].
[[DATA_FILE_2]]:- [[DESCRIPTION_2]].
[[DATA_FILE_3]]:- [[DESCRIPTION_3]].
Annotation Format
Each entry includes metadata in the following format:
{
"[[FIELD_1]]": {
"[[METADATA_FIELD_1]]": {
"[[DETAIL_1]]": [[DETAIL_TYPE_1]],
"[[DETAIL_2]]": [[DETAIL_TYPE_2]],
},
"[[BENCHMARK_FIELD]]": [
{
"[[QUESTION_FIELD]]": [[QUESTION_TYPE]],
"[[TASK_FIELD]]": [[TASK_TYPE]],
"[[LABEL_FIELD]]": [[LABEL_TYPE]],
"[[TIMESTAMP_FIELD]]": [[TIMESTAMP_TYPE]],
"[[MCQ_FIELD]]": "[[MCQ_OPTIONS]]",
"[[ANSWER_FIELD_1]]": [[ANSWER_TYPE_1]],
"[[ANSWER_FIELD_2]]": [[ANSWER_TYPE_2]],
"[[ANSWER_FIELD_3]]": [[ANSWER_TYPE_3]],
"[[ANSWER_FIELD_4]]": [[ANSWER_TYPE_4]],
"[[ANSWER_FIELD_5]]": [[ANSWER_TYPE_5]]
},
// Next question
]
},
// Next entry
}
Limitations
[[LIMITATIONS]]
Contact
- [[CONTACT_1]]
- [[CONTACT_2]]
- [[CONTACT_3]]
Citation
[[BIBTEX]]