Multimodal Retrieval (q^mm -> e^mm) on MBE 3.0 1.0 (test)
16.79Recall@1MOON3.0
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MOON3.0Dim.=256, Zero-shot=true2026.04 | 16.79 | 48.11 | 60.3 | |
| MOON2.0Dim.=256, Zero-shot=true2026.04 | 15.65 | 45.05 | 55.15 | |
| Qwen3-VL-2B (SFT)Dim.=256, Zero-shot=true2026.04 | 15.51 | 44.53 | 55.09 | |
| InternVL3.5-2B (SFT)Dim.=256, Zero-shot=true2026.04 | 15.22 | 43.17 | 53.64 | |
| MOONDim.=256, Zero-shot=true2026.04 | 14.35 | 40.03 | 48.2 | |
| GME-Qwen2VLDim.=1536, Zero-shot=true2026.04 | 13.97 | 40.69 | 51.12 | |
| MM-EmbedDim.=4096, Zero-shot=true2026.04 | 12.88 | 37.45 | 47.04 | |
| CASLIE-SDim.=3072, Zero-shot=true2026.04 | 12.68 | 32.58 | 39.99 | |
| Qwen3-VL-EmbeddingDim.=2048, Zero-shot=true2026.04 | 11.27 | 32.6 | 40.47 | |
| FashionCLIPDim.=512, Zero-shot=true2026.04 | 10.15 | 28.31 | 35.01 | |
| Qwen3-VL-2BDim.=2048, Zero-shot=true2026.04 | 9.37 | 26.03 | 32.58 | |
| InternVL3.5-2BDim.=2048, Zero-shot=true2026.04 | 8.26 | 22.14 | 27.24 | |
| SigLIP2Dim.=3072, Zero-shot=true2026.04 | 5.55 | 13.61 | 18.42 |