Fine-Grained Instance Retrieval on M5Product (test)
54.28Recall@1AFMRL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AFMRL2026.04 | 54.28 | 72.19 | 77.27 | 54.28 | 64.08 | 65.69 | |
| VLM2VecAGCL=true, Distill Gen.=true2026.04 | 52.42 | 71 | 76.26 | 52.42 | 62.64 | 64.34 | |
| VLM2VecAGCL=true2026.04 | 51.06 | 68.08 | 73.52 | 51.06 | 60.19 | 62.02 | |
| VLM2Vec2026.04 | 48.05 | 64.26 | 69.65 | 48.58 | 59 | 60.9 | |
| FG-CLIP2026.04 | 31.44 | 49.78 | 68.38 | 28.77 | 45.29 | 50.81 | |
| VL-CLIP2026.04 | 30.49 | 48.98 | 64.57 | 26.83 | 41.99 | 49.31 | |
| Region-CLIP2026.04 | 29.35 | 43.78 | 58.49 | 30.01 | 39.98 | 46.86 | |
| ALBEF2026.04 | 20.59 | 30.13 | 34.46 | 20.59 | 25.65 | 27.05 | |
| BLIP2026.04 | 19.42 | 29.05 | 33.27 | 19.42 | 24.45 | 25.81 | |
| CLIP2026.04 | 14.98 | 23.07 | 27.59 | 14.98 | 19.2 | 20.66 |