Multimodal Retrieval on MBE 3.0 1.0 (test)
16.14Recall@1MOON3.0
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MOON3.0Dim.=256, Zero-shot=true2026.04 | 16.14 | 44.68 | 56.39 | |
| MOON2.0Dim.=256, Zero-shot=true2026.04 | 14.08 | 40.19 | 50.41 | |
| MOONDim.=256, Zero-shot=true2026.04 | 13.55 | 40.61 | 47.65 | |
| Qwen3-VL-2B (SFT)Dim.=256, Zero-shot=true2026.04 | 13.21 | 35.37 | 45.26 | |
| InternVL3.5-2B (SFT)Dim.=256, Zero-shot=true2026.04 | 13.04 | 34.92 | 43.44 | |
| GME-Qwen2VLDim.=1536, Zero-shot=true2026.04 | 9.58 | 27.84 | 36.91 | |
| CASLIE-SDim.=3072, Zero-shot=true2026.04 | 9.02 | 24.15 | 29.94 | |
| FashionCLIPDim.=512, Zero-shot=true2026.04 | 8.27 | 22.52 | 28.44 | |
| InternVL3.5-2BDim.=2048, Zero-shot=true2026.04 | 8.01 | 20.69 | 25.39 | |
| Qwen3-VL-2BDim.=2048, Zero-shot=true2026.04 | 6.75 | 18.09 | 22.96 | |
| MM-EmbedDim.=4096, Zero-shot=true2026.04 | 6.06 | 16.7 | 22.3 | |
| SigLIP2Dim.=3072, Zero-shot=true2026.04 | 5.31 | 14.95 | 20.83 | |
| Qwen3-VL-EmbeddingDim.=2048, Zero-shot=true2026.04 | 5.06 | 14.42 | 18.94 |