Data · dataset · 2025
zai-org/MotionBench
Listed in Hugging Face Datasets
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models [🍎
Description
Project
Page] [📖 arXiv Paper] [📊 Dataset] [💻 GitHub] [🏆 Leaderboard] [🏆 HF Leaderboard] MotionBench is a comprehensive evaluation benchmark designed to assess the fine-grained motion comprehension of video understanding models. It evaluates models' motion-level perception through six primary categories of motion-oriented question types and includes data… See the full description on the dataset page: huggingface.co/datasets/zai-org/MotionBench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/zai-org/MotionBench ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2501.02955 arxiv.org/abs/2501.02955 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/zai-org/MotionBench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- video · video text to text
- From keywords
- Computer Science & AI
- Inferred from text
- Video 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | zai-org/MotionBench | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:video | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:video | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:video-text-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |