Imaging · dataset · 2026
MMEB-V3
Listed in Hugging Face Datasets
Description
MMEB-V3: Measuring the Performance Gaps of Omni-Modality Embedding Models 🌐 Website | GitHub | 🏆 Leaderboard | 📖 MMEB-V3 Paper | 📖 MMEB-V2 Paper | 📖 MMEB-V1 Paper | 🤗 Models Introduction MMEB-V3 is a comprehensive benchmark for evaluating omni-modality embedding models across text, image, video, audio, visual-document, and agent-centric retrieval scenarios. Building upon MMEB-V1 and MMEB-V2, MMEB-V3 adds 111 new tasks, resulting in 190 evaluation tasks in… See the full description on the dataset page: huggingface.co/datasets/VLM2Vec/MMEB-V3.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/VLM2Vec/MMEB-V3 ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2604.23321 arxiv.org/abs/2604.23321 ↗
publication · from Hugging Face
- 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/VLM2Vec/MMEB-V3 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- audio · feature extraction · image · image to text · text · text to image · video
- From keywords
- Audio · Computer Science & AI · Image · Text · Video
Provenance · 1 source records, 19 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | VLM2Vec/MMEB-V3 | 10 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:audio | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:video | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:audio | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['audio'] |
| concepts[modality].local:modality:image | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['image'] |
| concepts[modality].local:modality:text | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['text'] |
| concepts[modality].local:modality:video | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['video'] |
| concepts[task].hf_task:feature-extraction | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:image-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-to-image | 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 |