Visual Place Recognition on Texas (val)
54.6R@1EarthLoc
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EarthLocType of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 54.6 | 72.1 | 87.5 | |
| AnyLoc (DINOv2 + NetVLAD)Type of Training Imagery=Universal VPR, Test Time Augmentation=4x90TTA2024.03 | 44.1 | 68.7 | 87.8 | |
| OGCL UAV-View (ViT-L/14)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 17.6 | 33.2 | 55.9 | |
| OGCL UAV-View (ConvNeXt-XXLarge)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 16.2 | 35.3 | 65.8 | |
| TorchGeo (ResNet50 w GASSL)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 9.7 | 22.8 | 46.4 | |
| MBEG (ViT-L/14)Type of Training Imagery=UAV, Test Time Augmentation=4x90TTA2024.03 | 7 | 17.6 | 35.1 | |
| SFRSType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 6.8 | 17.4 | 40.9 | |
| EigenPlacesType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 6.4 | 21.6 | 52.4 | |
| TorchGeo (ResNet50 w SeCo)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 6.1 | 15.6 | 41.7 | |
| CosPlaceType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 4.9 | 15.2 | 42 | |
| MixVPRType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 4.5 | 15.3 | 40.1 | |
| Conv-APType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 3.7 | 13.5 | 37.7 | |
| NetVLADType of Training Imagery=Urban VPR, Test Time Augmentation=4x90TTA2024.03 | 3.6 | 13.4 | 34.8 | |
| NadirType of Training Imagery=-, Test Time Augmentation=4x90TTA2024.03 | 2.4 | — | — | |
| TorchGeo (ResNet50 w MOCO)Type of Training Imagery=Satellite, Test Time Augmentation=4x90TTA2024.03 | 1 | 3.2 | 11.6 | |
| Random ChoiceType of Training Imagery=-, Test Time Augmentation=4x90TTA2024.03 | 0.2 | 1.7 | 15.5 |