Cross-view Geo-localization on University-160k extended (test)
95.71R@1Orientation-Guided Contrastive Learning
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Orientation-Guided Contrastive Learningmode=Ensemble, components=ConvNeXt + DINOv22023.08 | 95.71 | 98.69 | 98.91 | — | |
| Orientation-Guided Contrastive Learningbackbone=Vision Transformer (ViT) L/14 (DINOv2), pre-training=LVD-142M2023.08 | 94.6 | 98.05 | 98.38 | — | |
| Orientation-Guided Contrastive Learningbackbone=ConvNeXt-XXLarge, pre-training=LAION2023.08 | 93.5 | 97.67 | 98.08 | — | |
| LPNstatus=baseline2023.08 | 64.85 | — | — | 67.69 |