Data · dataset · 2025
ZhaoweiWang/MMLongBench
Listed in Hugging Face Datasets
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly [Sept 2025] 🎉 MMLongBench is accepted as a spotlight at NeurIPS 2025!!! 🌐 Homepage | 🤗 Dataset | 🤗 Paper | 📖 arXiv | GitHub
Description
Abstract
The rapid extension of context windows in large vision-language models has given rise to long-context vision-language models (LCVLMs), which are capable of handling hundreds of images with interleaved text tokens in a single forward… See the full description on the dataset page: huggingface.co/datasets/ZhaoweiWang/MMLongBench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/ZhaoweiWang/MMLongBench ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2505.10610 arxiv.org/abs/2505.10610 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/ZhaoweiWang/MMLongBench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image text to text
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65% · Machine learning 71% · Text 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | ZhaoweiWang/MMLongBench | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4611 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (71%) |
| 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[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:image-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 |