Image Retrieval on LookBench
77.5AIGEN StreetLook Fine Recall@1GR-PRO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GR-PROResolution=336, Embedding Size=10242026.01 | 77.5 | 75.13 | 62.39 | 69.14 | 67.38 | |
| GR-LITEResolution=336, Embedding Size=10242026.01 | 75 | 70.47 | 60.14 | 68.74 | 65.71 | |
| MARQO-FASHIONSIGLIPResolution=224, Embedding Size=7682026.01 | 74.38 | 74.09 | 55.15 | 66.17 | 62.77 | |
| MARQO-FASHIONCLIPResolution=224, Embedding Size=5122026.01 | 71.88 | 72.02 | 56.88 | 66.37 | 63.24 | |
| SIGLIP2-B/16Resolution=384, Embedding Size=7682026.01 | 69.38 | 72.02 | 51.89 | 62.81 | 59.44 | |
| SIGLIP2-L/16Resolution=384, Embedding Size=10242026.01 | 60 | 65.8 | 48.22 | 58.36 | 54.84 | |
| DINOV2-VIT-GResolution=224, Embedding Size=15362026.01 | 38.5 | 35.75 | 33.94 | 52.42 | 41.49 | |
| PP-SHITUV2Resolution=224, Embedding Size=5122026.01 | 38.12 | 44.04 | 43.12 | 57.86 | 49.21 | |
| CLIP-L/14Resolution=336, Embedding Size=7682026.01 | 30 | 33.16 | 29.26 | 52.82 | 39.79 | |
| DINOV2-VIT-LResolution=224, Embedding Size=10242026.01 | 29.38 | 36.27 | 33.64 | 51.04 | 41.07 | |
| DINOV3-VIT-LResolution=224, Embedding Size=10242026.01 | 22.5 | 38.86 | 37.41 | 54.7 | 43.97 | |
| CLIP-B/16Resolution=224, Embedding Size=5122026.01 | 22.5 | 17.62 | 22.43 | 45.3 | 31.9 | |
| DINOV3-VIT-7BResolution=224, Embedding Size=40962026.01 | 20 | 39.9 | 37.92 | 52.92 | 43.33 | |
| INTERNVIT-6BResolution=448, Embedding Size=10242026.01 | 19.38 | 29.53 | 22.12 | 40.85 | 30.62 | |
| DINOV3-CONVNEXTResolution=224, Embedding Size=15362026.01 | 12.5 | 25.39 | 25.08 | 45.1 | 32.88 |