Multimodal Retrieval (q^t -> e^mm) on MBE 3.0 1.0 (test)
12.57Recall@1MOON3.0
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MOON3.0Dim.=256, Zero-shot=true2026.04 | 12.57 | 36.59 | 48.1 | |
| GME-Qwen2VLDim.=1536, Zero-shot=true2026.04 | 11.33 | 34.49 | 44.9 | |
| MM-EmbedDim.=4096, Zero-shot=true2026.04 | 10.04 | 29.31 | 38.41 | |
| Qwen3-VL-EmbeddingDim.=2048, Zero-shot=true2026.04 | 9.97 | 27.8 | 35.56 | |
| Qwen3-VL-2B (SFT)Dim.=256, Zero-shot=true2026.04 | 9 | 27.12 | 38.33 | |
| MOON2.0Dim.=256, Zero-shot=true2026.04 | 8.73 | 26.01 | 35.33 | |
| InternVL3.5-2B (SFT)Dim.=256, Zero-shot=true2026.04 | 8.51 | 25.11 | 35.05 | |
| MOONDim.=256, Zero-shot=true2026.04 | 5.89 | 17.69 | 24.76 | |
| CASLIE-SDim.=3072, Zero-shot=true2026.04 | 5.61 | 14.28 | 19.02 | |
| SigLIP2Dim.=3072, Zero-shot=true2026.04 | 2.07 | 4.46 | 6.06 | |
| FashionCLIPDim.=512, Zero-shot=true2026.04 | 1.49 | 4.33 | 5.91 | |
| Qwen3-VL-2BDim.=2048, Zero-shot=true2026.04 | 0.26 | 0.94 | 1.55 | |
| InternVL3.5-2BDim.=2048, Zero-shot=true2026.04 | 0.09 | 0.35 | 0.6 |