CVUSA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Cross-view geo-localization | CVUSA | Rank@198.85 | 84 | |
| Cross-view geo-localization | CVUSA (test) | R@1%99.89 | 36 | |
| Aerial-to-Ground Image Synthesis | CVUSA | Top-1 Acc3.4122 | 23 | |
| Cross-view geo-localization | CVUSA-C-ALL | Rank-1 Retrieval (R@1)95.09 | 18 | |
| Cross-view geo-localization | CVUSA FoV=70° | R@1 Accuracy27.4 | 18 | |
| Cross-view geo-localization | CVUSA FoV=90° | R@133.66 | 18 | |
| Cross-area Image Geolocalization | CVUSA to CVACT (test) | Recall@182.73 | 10 | |
| Aerial-to-Ground Image Translation | CVUSA (test) | Top-1 Accuracy44.75 | 10 | |
| Cross-view geo-localization | CVUSA (val) | Rank@192.56 | 7 | |
| Ground-to-Satellite image synthesis | CVUSA | FID29.18 | 6 | |
| Cross-View Geo-Localization | CVUSA evaluated after training on CVACT | R@144.95 | 6 | |
| Aerial-to-Ground Image Synthesis | CVUSA (test) | Inception Score (All Classes)4.8741 | 6 | |
| Center ground-view synthesis | CVUSA (test) | RMSE48.75 | 5 | |
| Cross-view geo-localization | CVUSA FoV=180° | R@156.69 | 5 | |
| Image Synthesis | CVUSA | SSIM0.447 | 5 | |
| Aerial-to-Ground Image Synthesis | CVUSA | FID89.12 | 5 | |
| Aerial-to-Ground Synthesis | CVUSA | SSIM0.4356 | 5 | |
| Cross-view image synthesis | CVUSA | Top-1 Accuracy20.58 | 5 | |
| Cross-view Image Translation | CVUSA 256x256 (test) | SSIM0.5323 | 5 | |
| Satellite-to-Ground image synthesis | CVUSA | FID23.67 | 4 | |
| Orientation estimation | CVUSA | Mean Error3.77 | 4 | |
| Cross-view geo-localization | CVUSA FoV=360° | R@178.11 | 4 | |
| Cross-view Image Synthesis | CVUSA (test) | SSIM0.4356 | 4 | |
| Aerial-to-Ground Cross-view Image Synthesis | CVUSA | Metric- | 0 | |
| Cross-View Synthesis | CVUSA standard (test) | Metric- | 0 |
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