README.md

metadata

license: mit
task_categories:
  - video-classification
  - question-answering
language:
  - en
tags:
  - physics
  - simulation
  - multimodal
size_categories:
  - n<1K
configs:
  - config_name: default
    data_files:
      - split: test
        path: data/test-*
dataset_info:
  features:
    - name: id
      dtype: string
    - name: uuid
      dtype: string
    - name: scenario_name
      dtype: string
    - name: difficulty
      dtype: string
    - name: plan
      dtype: string
    - name: metadata
      dtype: string
    - name: q1_type
      dtype: string
    - name: q1_question
      dtype: string
    - name: q1_options
      dtype: string
    - name: q1_correct_answers
      dtype: string
    - name: q2_type
      dtype: string
    - name: q2_question
      dtype: string
    - name: q2_correct_answer
      dtype: string
    - name: q3_type
      dtype: string
    - name: q3_question
      dtype: string
    - name: q3_options
      dtype: string
    - name: q3_correct_answers
      dtype: string
    - name: q4_type
      dtype: string
    - name: q4_question
      dtype: string
    - name: q4_options
      dtype: string
    - name: q4_correct_answers
      dtype: string
    - name: file_name
      dtype: string
    - name: prediction_file_name
      dtype: string
    - name: is_realistic
      dtype: bool
    - name: rules
      list: string
    - name: video_path
      dtype: string
  splits:
    - name: test
      num_bytes: 3553673
      num_examples: 170
  download_size: 1592016
  dataset_size: 3553673

Unreal MLLM Dataset - realistic_scen

Physics simulation dataset with unreal rules for multimodal language model evaluation.

Dataset Structure

Each row contains:

• Video file with physics simulation
• Plan and metadata as JSON strings
• Multiple QA items (Rule Identification, Explanatory Reasoning, Predictive)
• Optional prediction video

Features

features:
  - name: difficulty
    dtype: string
  - name: file_name
    dtype: video
  - name: id
    dtype: string
  - name: metadata
    dtype: string
  - name: plan
    dtype: string
  - name: prediction_file_name
    dtype: video
  - name: q1_correct_answers
    dtype: string
  - name: q1_options
    dtype: string
  - name: q1_question
    dtype: string
  - name: q1_type
    dtype: string
  - name: q2_correct_answer
    dtype: string
  - name: q2_question
    dtype: string
  - name: q2_type
    dtype: string
  - name: q3_correct_answers
    dtype: string
  - name: q3_options
    dtype: string
  - name: q3_question
    dtype: string
  - name: q3_type
    dtype: string
  - name: q4_correct_answers
    dtype: string
  - name: q4_options
    dtype: string
  - name: q4_question
    dtype: string
  - name: q4_type
    dtype: string
  - name: rules
    dtype: string
  - name: scenario_name
    dtype: string
  - name: uuid
    dtype: string

Usage

from datasets import load_dataset

ds = load_dataset("UnrealMLLM/realistic_scen")

License

MIT