Visual Place Recognition on Toshka Lakes (test)
67.6R@1EarthLoc
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EarthLocType of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 67.6 | 80.3 | 91.9 | |
| AnyLoc (DINOv2 + NetVLAD)Type of Training Imagery=Universal VPR, Test Time Augmentation=4x90TTA2024.03 | 63.7 | 84.5 | 96.3 | |
| OGCL UAV-View (ViT-L/14)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 31.8 | 51.8 | 74.4 | |
| OGCL UAV-View (ConvNeXt-XXLarge)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 21.1 | 38.4 | 63.4 | |
| TorchGeo (ResNet50 w GASSL)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 20.4 | 38.6 | 64.2 | |
| EigenPlacesType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 14.3 | 30.9 | 60.4 | |
| SFRSType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 10.8 | 20.4 | 42.4 | |
| CosPlaceType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 9.8 | 25.4 | 53 | |
| NetVLADType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 9.6 | 22.5 | 45.6 | |
| MBEG (ViT-L/14)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 8.1 | 20.7 | 49.1 | |
| MixVPRType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 5.9 | 15.4 | 36.5 | |
| TorchGeo (ResNet50 w SeCo)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 5.7 | 15.6 | 38.5 | |
| Conv-APType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 5 | 12.3 | 32.6 | |
| NadirType of Training Imagery=-, Test Time Augmentation=4x90TTA2024.03 | 1.4 | — | — | |
| TorchGeo (ResNet50 w MOCO)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 0.7 | 2.9 | 9.9 | |
| Random ChoiceType of Training Imagery=-, Test Time Augmentation=4x90TTA2024.03 | 0.2 | 1.2 | 9.1 |