Image Retrieval on Revisited Oxford (ROx) (test)
38.3mAP (Medium)SAIG-D
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAIG-DInput Size=384 x 384, Backbone=SAIG-D, Pooling Layer=GAP, Dim=3842023.02 | 38.3 | — | — | 19.6 | |
| ResNet-101Input Size=384 x 384, Backbone=R101, Pooling Layer=GeM, Dim=20482023.02 | 38.1 | — | — | 12.5 | |
| ResNet-101Input Size=384 x 384, Backbone=R101, Pooling Layer=R-MAC, Dim=20482023.02 | 37.1 | — | — | 10.6 | |
| ResNet-101Input Size=224 x 224, Backbone=R101, Pooling Layer=GeM, Dim=20482023.02 | 31.7 | — | — | 11.1 | |
| SAIG-DInput Size=224 x 224, Backbone=SAIG-D, Pooling Layer=GAP, Dim=3842023.02 | 31.4 | — | — | 11.4 | |
| ResNet-101Input Size=224 x 224, Backbone=R101, Pooling Layer=R-MAC, Dim=20482023.02 | 31 | — | — | 9.3 | |
| ResNet-50Input Size=224 x 224, Backbone=R50, Pooling Layer=GeM, Dim=20482023.02 | 28.7 | — | — | 10.9 | |
| ResNet-50Input Size=224 x 224, Backbone=R50, Pooling Layer=R-MAC, Dim=20482023.02 | 25.6 | — | — | 7.3 | |
| DINOEvaluation protocol=nearest neighbor retrieval2021.11 | — | 37.2 | 13.9 | — | |
| iBOTEvaluation protocol=nearest neighbor retrieval2021.11 | — | 36.6 | 13 | — |