Data · dataset · 2025
VLM2Vec/MMEB-V2
Listed in Hugging Face Datasets
Description
MMEB-V2 (Massive Multimodal Embedding Benchmark) 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 robust evaluation of multimodal embedding models across static, temporal, and structured visual data settings.
This Hugging… See the full description on the dataset page: huggingface.co/datasets/VLM2Vec/MMEB-V2.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/VLM2Vec/MMEB-V2 ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2410.05160 arxiv.org/abs/2410.05160 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/VLM2Vec/MMEB-V2 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- video classification · visual question answering
- From keywords
- Computer Science & AI
- Inferred from text
- Computer vision and multimedia computation 70% · Video 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | VLM2Vec/MMEB-V2 | 12 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 (70%) |
| 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:video-classification | 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 |