Cross-view Geo-localization on DenseUAV (test)
91.85Recall@1 (R@1)SKYPART
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SKYPARTBackbone=DINOv2-S2026.05 | 91.85 | 97.81 | 99.61 | 92.52 | 93.59 | 92.4 | 79.33 | |
| CEUSPBackbone=ConvNeXt-T2026.05 | 89.45 | 96.05 | 100 | 79.62 | 91.01 | 89.42 | 85.34 | |
| Yang et al.Backbone=DINOv2-B2026.05 | 86.27 | 96.83 | — | — | 88.87 | — | — | |
| MCCGBackbone=ConvNeXt-T2026.05 | 83.14 | 93.39 | 99.74 | 72.6 | 85.94 | 84.32 | 80.14 | |
| DenseUAV baselineBackbone=ViT-S2026.05 | 83.01 | 95.58 | 99.91 | 72.1 | 86.5 | 84.5 | 80.44 | |
| FSRABackbone=ViT-S2026.05 | 81.21 | 94.55 | 99.89 | 71.93 | 85.11 | 83.54 | 79.74 | |
| LPN (ViT-S)Backbone=ViT-S2026.05 | 71.77 | 90.13 | — | — | 77.95 | — | — | |
| Sample4GeoBackbone=ConvNeXt-B2026.05 | 49.38 | 78.29 | 99.4 | 35.93 | 61.72 | — | — | |
| MSBABackbone=ResNet-502026.05 | 46.13 | 64.22 | — | — | 52.64 | — | — | |
| RK-NetBackbone=ResNet-502026.05 | 38.74 | 62.85 | — | — | 45.78 | — | — | |
| LPN (ResNet-50)Backbone=ResNet-502026.05 | 32.43 | 56.8 | — | — | 40.26 | — | — | |
| LCMBackbone=ResNet-502026.05 | 25.37 | 50.92 | — | — | 35.52 | — | — | |
| Instance LossBackbone=ResNet-502026.05 | 13 | 35.78 | — | — | 23.61 | — | — | |
| Triplet LossBackbone=ResNet-502026.05 | 11.88 | 32.22 | — | — | 21.91 | — | — |