Image-based Retrieval on M5Product
44.32Recall@10MOON
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MOONSetup=Zero-shot2025.08 | 44.32 | 71.75 | 85.32 | |
| GMESetup=Zero-shot2025.08 | 44.05 | 71.57 | 86.24 | |
| MM-EmbedSetup=Zero-shot2025.08 | 42.41 | 69.48 | 84.76 | |
| InternVL3-2BSetup=SFT2025.08 | 41.01 | 68.18 | 82.15 | |
| MOONSetup=Zero-shot2025.08 | 36.36 | 59.95 | 76.28 | |
| InternVL3-2BSetup=SFT2025.08 | 32.96 | 58.64 | 74.48 | |
| Qwen2.5-VL-3BSetup=SFT2025.08 | 30.45 | 54.81 | 71.5 | |
| SigLIP2Setup=Zero-shot2025.08 | 29.86 | 58.37 | 77.45 | |
| SigLIP2Setup=Zero-shot2025.08 | 29.14 | 57.59 | 77.74 | |
| Qwen2.5-VL-3BSetup=SFT2025.08 | 29.01 | 52.14 | 68.64 | |
| Qwen2.5-VL-3BSetup=Zero-shot2025.08 | 28.3 | 52.24 | 70.17 | |
| FashionCLIPSetup=Zero-shot2025.08 | 25.36 | 49.8 | 68.17 | |
| Qwen2.5-VL-3BSetup=Zero-shot2025.08 | 23.91 | 46.54 | 65.24 | |
| FashionCLIPSetup=Zero-shot2025.08 | 23.21 | 49.25 | 69.62 | |
| GMESetup=Zero-shot2025.08 | 21.9 | 48.95 | 70.23 | |
| CLIPSetup=Zero-shot2025.08 | 17.41 | 38.72 | 59.76 | |
| MM-EmbedSetup=Zero-shot2025.08 | 15.4 | 39.74 | 63.38 | |
| CLIPSetup=Zero-shot2025.08 | 12.69 | 34.23 | 57.73 | |
| InternVL3-2BSetup=Zero-shot2025.08 | 4.31 | 13.38 | 28.05 | |
| InternVL3-2BSetup=Zero-shot2025.08 | 2.29 | 8.39 | 20.22 |