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MMEB-V3 – Dataset by VLM2Vec | AlphaNeural AI

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MMEB-V3

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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: https://huggingface.co/datasets/VLM2Vec/MMEB-V3.