README.md

metadata

license: apache-2.0
task_categories:
  - image-classification
language:
  - en

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.

|Github | 🏆Leaderboard | 📖MMEB-V2/VLM2Vec-V2 Paper (TBA) | | 📖MMEB-V1/VLM2Vec-V1 Paper |

🚀 What's New

• [2025.05]

Dataset Overview