Visual Place Recognition on Alps (test)
53.9R@1EarthLoc
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EarthLocType of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 53.9 | 71.9 | 87.2 | |
| AnyLoc (DINOv2 + NetVLAD)Type of Training Imagery=Universal VPR, Test Time Augmentation=4x90TTA2024.03 | 40.7 | 70.8 | 92 | |
| OGCL UAV-View (ViT-L/14)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 14.6 | 33.2 | 63.9 | |
| OGCL UAV-View (ConvNeXt-XXLarge)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 14.4 | 34.1 | 64.7 | |
| TorchGeo (ResNet50 w GASSL)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 9.1 | 23.1 | 50.5 | |
| EigenPlacesType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 8.7 | 21.4 | 50.3 | |
| TorchGeo (ResNet50 w SeCo)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 7.4 | 20.2 | 49.2 | |
| SFRSType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 7 | 17.8 | 41.4 | |
| MBEG (ViT-L/14)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 6.6 | 19.3 | 45.9 | |
| CosPlaceType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 5.9 | 19.3 | 45.2 | |
| NetVLADType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 5.2 | 15.2 | 36.2 | |
| MixVPRType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 3.1 | 8.6 | 22.6 | |
| Conv-APType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 2 | 8.8 | 25 | |
| NadirType of Training Imagery=-, Test Time Augmentation=4x90TTA2024.03 | 1.2 | — | — | |
| TorchGeo (ResNet50 w MOCO)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 0.3 | 1.3 | 5.7 | |
| Random ChoiceType of Training Imagery=-, Test Time Augmentation=4x90TTA2024.03 | 0.1 | 1.1 | 11.6 |