README.md

Dummy Video Dataset

This is a dummy dataset created for testing video understanding models.

Dataset Structure

Each sample contains:

• video_name: Name of the video file
• duration: Duration in seconds
• question: Multiple choice question
• candidates: List of possible answers
• answer: Correct answer (A, B, C, or D)
• task_type: Type of task (needle, counting, temporal, spatial, reasoning)
• question_id: Unique question identifier

Usage

from datasets import load_dataset

# Load dataset
dataset = load_dataset("ragavsachdeva/dummy-dataset")

# Access video files
# Video files are stored in the 'videos/' directory

Video Files

The videos are simple generated content with:

• Colored backgrounds that change over time
• Moving white circles
• Frame counter text
• Duration ranging from 5-30 seconds

Total samples: 20