DINOv3 ViT-L/16
HuggingFace
GitHub
arXiv
Generic
Model Type
#5
Overall Rank
40.2%
Avg P@1
29.8%
Avg mAP@10
1024
Embed Dim
224
Input Res
8
Datasets
Performance Across Datasets
| Dataset | Category | P@1 | P@5 | R@1 | R@5 | mAP@10 |
|---|---|---|---|---|---|---|
| VPRC 2023 | Mixed Retail | 24.03% | 10.74% | 15.51% | 31.87% | 25.57% |
| Intercars | Automotive | 26.29% | 21.23% | 8.82% | 24.78% | 26.40% |
| Stanford Online Products | E-commerce | 48.00% | 25.90% | 10.88% | 24.48% | 24.89% |
| IKEA | Furniture | 48.52% | 28.52% | 15.86% | 33.72% | 32.16% |
| Hornbach | Hardware/DIY | 24.22% | 9.16% | 24.22% | 45.81% | 31.96% |
| ARaymond | Industrial | 26.38% | 16.87% | 1.65% | 5.27% | 8.23% |
| Products-10K | E-commerce | 59.13% | 37.13% | 12.54% | 38.71% | 37.70% |
| TOPEX | Industrial | 65.25% | 61.08% | 2.04% | 9.54% | 51.47% |
| ILIAS | Instance Retrieval | 47.97% | 20.91% | 11.31% | 22.47% | 21.67% |
| Average | 40.23% | 26.33% | 11.44% | 26.77% | 29.80% | |