Data · dataset · 2025
MMEB-V2
Listed in Hugging Face Datasets
Description
MMEB-V2 (Massive Multimodal Embedding Benchmark) Website |Github | 🏆Leaderboard | 📖MMEB-V2/VLM2Vec-V2 Paper | | 📖MMEB-V1/VLM2Vec-V1 Paper | Introduction Building upon on our original MMEB, MMEB-V2 expands the evaluation scope to include five new tasks: four video-based tasks — Video Retrieval, Moment Retrieval, Video Classification, and Video Question Answering — and one task focused on visual documents, Visual Document Retrieval.
This comprehensive suite enables… See the full description on the dataset page: huggingface.co/datasets/TIGER-Lab/MMEB-V2.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/TIGER-Lab/MMEB-V2 ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2507.04590 arxiv.org/abs/2507.04590 ↗
publication · from Hugging Face
- arXiv:2410.05160 arxiv.org/abs/2410.05160 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/TIGER-Lab/MMEB-V2 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text classification · text retrieval · token classification
- From keywords
- Computer Science & AI
- Inferred from text
- Computer vision and multimedia computation 68% · Video 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | TIGER-Lab/MMEB-V2 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4603 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (68%) |
| concepts[field].local:field:computer-science-ai | mapping · 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:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-retrieval | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:token-classification | 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 |