Fashion Image Retrieval on LOOKBENCH
92.5Recall@1 (AIGEN/StreetLook)GR-PRO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GR-PROResolution=336, Embedding Size=10242026.01 | 92.5 | 92.75 | 79.82 | 94.16 | 87.93 | |
| MARQO-FASHIONSIGLIPResolution=224, Embedding Size=7682026.01 | 90 | 93.78 | 73.39 | 88.63 | 82.77 | |
| GR-LITEResolution=336, Embedding Size=10242026.01 | 88.75 | 90.16 | 76.76 | 92.68 | 85.54 | |
| SIGLIP2-B/16Resolution=384, Embedding Size=7682026.01 | 86.25 | 90.67 | 72.17 | 88.33 | 81.62 | |
| MARQO-FASHIONCLIPResolution=224, Embedding Size=5122026.01 | 84.38 | 87.05 | 75.33 | 88.72 | 82.68 | |
| SIGLIP2-L/16Resolution=384, Embedding Size=10242026.01 | 80.62 | 90.67 | 68.2 | 84.97 | 78.12 | |
| PP-SHITUV2Resolution=224, Embedding Size=5122026.01 | 51.88 | 62.18 | 60.04 | 78.83 | 67.76 | |
| DINOV2-VIT-LResolution=224, Embedding Size=10242026.01 | 51.25 | 67.36 | 55.86 | 79.23 | 66.57 | |
| DINOV2-VIT-GResolution=224, Embedding Size=15362026.01 | 51.25 | 60.62 | 54.84 | 79.13 | 65.55 | |
| CLIP-L/14Resolution=336, Embedding Size=7682026.01 | 46.88 | 56.48 | 45.26 | 76.85 | 59.91 | |
| DINOV3-VIT-LResolution=224, Embedding Size=10242026.01 | 40 | 64.25 | 56.68 | 78.73 | 65.67 | |
| CLIP-B/16Resolution=224, Embedding Size=5122026.01 | 35.62 | 32.12 | 33.54 | 67.26 | 48.11 | |
| DINOV3-VIT-7BResolution=224, Embedding Size=40962026.01 | 33.12 | 69.95 | 56.07 | 78.04 | 65.12 | |
| DINOV3-CONVNEXTResolution=224, Embedding Size=15362026.01 | 30.63 | 49.22 | 43.53 | 74.38 | 56.42 | |
| INTERNVIT-6BResolution=448, Embedding Size=10242026.01 | 25.62 | 45.6 | 34.45 | 60.83 | 46.14 |