Data · dataset · 2026
BEAR Benchmark
Listed in Hugging Face Datasets
BEAR Benchmark Data + runnable evaluation code for the BEAR benchmark.
Description
Each task folder holds its data (*.json + images/videos) and a run.sh. The shared runners and util/ live at the repository root.
You run in two steps: Inference — a VLM answers every question → produces a final_*.json. Scoring — eval.py uses a GPT judge (for multiple-choice) or geometry (for pointing/bbox) to grade those replies and print the final accuracy. 1. Setup pip install -r… See the full description on the dataset page: huggingface.co/datasets/yqi19/BEAR-benchmark.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/yqi19/BEAR-benchmark ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/yqi19/BEAR-benchmark ↗
metadata API · from Hugging Face
Topics
- Stated by source
- video text to text · visual question answering
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | yqi19/BEAR-benchmark | 12 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].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[task].hf_task:video-text-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:visual-question-answering | 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 |