Image-based Retrieval on MBE benchmark
26.76Recall@1MOON
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MOONevaluation_mode=Zero-shot2025.08 | 26.76 | 83.67 | 96.4 | |
| MOONevaluation_mode=Zero-shot2025.08 | 26.71 | 83.66 | 96.28 | |
| InternVL3-2Bevaluation_mode=Zero-shot, tuning=SFT2025.08 | 26.08 | 80.14 | 94.01 | |
| InternVL3-2Bevaluation_mode=Zero-shot, tuning=SFT2025.08 | 26.02 | 79.67 | 93.64 | |
| Qwen2.5-VL-3Bevaluation_mode=Zero-shot, tuning=SFT2025.08 | 25.64 | 79.85 | 93.83 | |
| Qwen2.5-VL-3Bevaluation_mode=Zero-shot, tuning=SFT2025.08 | 25.46 | 79.58 | 93.7 | |
| FashionCLIPevaluation_mode=Zero-shot2025.08 | 19.81 | 53.21 | 65.42 | |
| GMEevaluation_mode=Zero-shot2025.08 | 19.79 | 55.57 | 68.61 | |
| FashionCLIPevaluation_mode=Zero-shot2025.08 | 18.96 | 52.35 | 65.32 | |
| MM-Embedevaluation_mode=Zero-shot2025.08 | 17.89 | 49.37 | 60.77 | |
| GMEevaluation_mode=Zero-shot2025.08 | 15.76 | 46.22 | 59.6 | |
| SigLIP2evaluation_mode=Zero-shot2025.08 | 15.57 | 46.4 | 59.99 | |
| Qwen2.5-VL-3Bevaluation_mode=Zero-shot2025.08 | 15.23 | 40.03 | 50.01 | |
| CLIPevaluation_mode=Zero-shot2025.08 | 14.38 | 37.21 | 46.66 | |
| Qwen2.5-VL-3Bevaluation_mode=Zero-shot2025.08 | 13.87 | 36.61 | 46 | |
| SigLIP2evaluation_mode=Zero-shot2025.08 | 13.3 | 36.77 | 48.27 | |
| CLIPevaluation_mode=Zero-shot2025.08 | 10.23 | 28.79 | 38.61 | |
| MM-Embedevaluation_mode=Zero-shot2025.08 | 10.01 | 29.17 | 39.34 | |
| InternVL3-2Bevaluation_mode=Zero-shot2025.08 | 3.67 | 8.78 | 11.73 | |
| InternVL3-2Bevaluation_mode=Zero-shot2025.08 | 2.02 | 5.27 | 7.34 |