Attribute Prediction on MBE 3.0 1.0 (test)
49.92AccuracyMOON3.0
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MOON3.0Dim.=256, Zero-shot=true2026.04 | 49.92 | 51.67 | 57.54 | 49.48 | |
| MOON2.0Dim.=256, Zero-shot=true2026.04 | 36.36 | 39.56 | 40.48 | 35.11 | |
| GME-Qwen2VLDim.=1536, Zero-shot=true2026.04 | 34.41 | 41.39 | 41.47 | 33.62 | |
| MOONDim.=256, Zero-shot=true2026.04 | 34.28 | 30.21 | 37 | 31.39 | |
| Qwen3-VL-2B (SFT)Dim.=256, Zero-shot=true2026.04 | 34.21 | 35.59 | 40.33 | 32.5 | |
| MM-EmbedDim.=4096, Zero-shot=true2026.04 | 24.85 | 30.95 | 24.13 | 18.49 | |
| InternVL3.5-2B (SFT)Dim.=256, Zero-shot=true2026.04 | 18.93 | 18.05 | 21.86 | 16.98 | |
| Qwen3-VL-EmbeddingDim.=2048, Zero-shot=true2026.04 | 15.78 | 38.15 | 18.89 | 13.95 | |
| FashionCLIPDim.=512, Zero-shot=true2026.04 | 13.05 | 15.44 | 12.93 | 9.44 | |
| InternVL3.5-2BDim.=2048, Zero-shot=true2026.04 | 7.32 | 11.12 | 9.528 | 4.53 | |
| Qwen3-VL-2BDim.=2048, Zero-shot=true2026.04 | 5.72 | 10.07 | 7.57 | 3.1 | |
| SigLIP2Dim.=3072, Zero-shot=true2026.04 | 3.66 | 2.21 | 4.98 | 1.06 | |
| CASLIE-SDim.=3072, Zero-shot=true2026.04 | 3.54 | 3.7 | 4.11 | 1.77 |