README.md

---
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: 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
    - name: video_id
      dtype: string
  splits:
  - name: train
    num_bytes: 4065923
    num_examples: 11218
  - name: test
    num_bytes: 1559334
    num_examples: 3874
  download_size: 1941543
  dataset_size: 5625257
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
---

<h1 align='center' style="text-align:center; font-weight:bold; font-size:2.0em;letter-spacing:2.0px;">
                [[PAPER_TITLE]]</h1>      
<p align='center' style="text-align:center;font-size:1.25em;">
    <a href="[[AUTHOR_PAGE]]" target="_blank" style="text-decoration: none;">[[FIRST_NAME]]&nbsp;[[LAST_NAME]]</a>,&nbsp;
&nbsp;Northwestern University<br/>
<em>[[CONFERENCE_TITLE]]</em><br/>
<a href="[[WEBSITE_LINK]]" title="Website" target="_blank" rel="nofollow" style="text-decoration: none;">🌎Website</a> |
<a href="[[CODE_LINK]]" title="Dataset" target="_blank" rel="nofollow" style="text-decoration: none;">🧑‍💻Code</a> |
<a href="[[ARXIV_LINK]]" title="aXiv" target="_blank" rel="nofollow" style="text-decoration: none;">📄arXiv</a> |
<a href="[[LEADERBOARD_LINK]]" title="Leaderboard" target="_blank" rel="nofollow" style="text-decoration: none;">🏆 Leaderboard</a>
</p>


<h1 align='center' style="text-align:center; font-weight:bold; font-size:2.0em;letter-spacing:2.0px;">
                [[TITLE]]</h1>      
<p align='center' style="text-align:center;font-size:1.25em;">
    [[AUTHOR_1]],&nbsp;
    [[AUTHOR_2]],&nbsp;
    [[AUTHOR_3]],&nbsp;
    [[AUTHOR_4]],&nbsp;
    [[AUTHOR_5]],&nbsp;<br/>
    [[AUTHOR_6]],&nbsp;
    [[AUTHOR_7]],&nbsp;
    [[AUTHOR_8]],&nbsp;
    [[AUTHOR_9]],&nbsp;
    [[AUTHOR_10]]<br/>
&nbsp;[[INSTITUTION]]<br/>
<em>[[VENUE_AND_YEAR]]</em><br/>
<a href="[[WEBSITE_LINK]]" title="Website" target="_blank" rel="nofollow" style="text-decoration: none;">🌎Website</a> |
<a href="[[CODE_LINK]]" title="Dataset" target="_blank" rel="nofollow" style="text-decoration: none;">🧑‍💻Code</a> |
<a href="[[PAPER_LINK]]" title="aXiv" target="_blank" rel="nofollow" style="text-decoration: none;">📄arXiv</a> |
<a href="[[LEADERBOARD_LINK]]" title="Leaderboard" target="_blank" rel="nofollow" style="text-decoration: none;">🏆 Leaderboard</a>
</p>

## 📣 News

- **[[DATE]]: [[NEWS_ITEM]]**

<img src="[[IMAGE_LINK]]" alt="image description" width="850" height="200">

## Abstract

[[ABSTRACT]]

## [[TITLE]] Statistics

<img src="[[STATISTICS_IMAGE_LINK]]" alt="image description" width="850" height="200">

## Downloading Data and Benchmarking Guide
To download the data:

1. **Download Instructions:**
Follow the instructions provided [here]( [[DOWNLOAD_INSTRUCTIONS_LINK]] ).
We provide unique identifiers (UIDs) for the data sets in ```[[DATA_ORGANIZATION_PATH]]```.

2. **Demo Data:**
For a quick start, we include one demo example: ```[[DEMO_DATA_PATH]]```.

3. **Benchmarking Guide:**
We provide a step-by-step guide for benchmarking [here]( [[BENCHMARKING_GUIDE_LINK]] ).

**👉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
[[BIBTEX]]
```