Visual Place Recognition on Amazon (test)
45.6R@1EarthLoc
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EarthLocType of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 45.6 | 66.6 | 82.4 | |
| AnyLoc (DINOv2 + NetVLAD)Type of Training Imagery=Universal VPR, Test Time Augmentation=4x90TTA2024.03 | 38.6 | 63.8 | 86.2 | |
| OGCL UAV-View (ViT-L/14)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 20.4 | 39.1 | 62.5 | |
| EigenPlacesType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 10.9 | 26.5 | 57.9 | |
| OGCL UAV-View (ConvNeXt-XXLarge)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 10 | 26.3 | 54.7 | |
| MixVPRType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 9.8 | 28.7 | 58.7 | |
| SFRSType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 9.4 | 23.8 | 52.5 | |
| CosPlaceType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 8.5 | 23.9 | 54.4 | |
| TorchGeo (ResNet50 w GASSL)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 8.3 | 20.3 | 40.1 | |
| Conv-APType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 7 | 21.1 | 47.7 | |
| NetVLADType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 6.6 | 19.9 | 46.3 | |
| MBEG (ViT-L/14)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 6.4 | 17.1 | 39.3 | |
| TorchGeo (ResNet50 w SeCo)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 4.6 | 13.3 | 32.9 | |
| NadirType of Training Imagery=-, Test Time Augmentation=4x90TTA2024.03 | 3.1 | — | — | |
| TorchGeo (ResNet50 w MOCO)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 1.9 | 6.6 | 19.4 | |
| Random ChoiceType of Training Imagery=-, Test Time Augmentation=4x90TTA2024.03 | 0.1 | 1.1 | 11.5 |