MMEB Image: leaderboard
Metric: Image Overall Score (%). Source: huggingface.co. 95 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | WeMM-Embedding-9B | 80.99 |
| 2 | QQMM-embed-v4 | 79.81 |
| 3 | WeMM-Embedding-4B | 79.78 |
| 4 | octen-vl-embedding-large | 79.65 |
| 5 | DME-Large | 78.91 |
| 6 | WeMM-Embedding-2B | 78.63 |
| 7 | SME-8B-V1 | 78.2 |
| 8 | MMI-VL-Embedding | 78.13 |
| 9 | Qwen3-VL-Embedding-8B | 77.96 |
| 10 | Taichu-Embedding-9B | 77.72 |
Interactive version: theaggregate.ai/benchmark?slug=mmeb-image · How It Works · Data refreshed daily, snapshot 2026-09-05.