Drone-to-Satellite Retrieval on University-1652
0.9545R@1CGSI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CGSIPublication=TCSVT’2025, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.9545 | 0.961 | |
| CDM-NetPublication=TGRS’2025, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.9513 | 0.9604 | |
| DiffusionUavLocPublication=IOT’2026, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.941 | 0.9593 | |
| MFRGNPublication=ACMMM’2024, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.9318 | 0.6395 | |
| Sample4GeoPublication=ICCV’2023, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.9265 | 0.9381 | |
| MFJRPublication=TGRS’2024, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.9187 | 0.9315 | |
| DMNILPublication=arXiv’2025, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.9017 | 0.9167 | |
| Safe-NetPublication=TIP’2024, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.8698 | 0.8885 | |
| WangPublication=AAAI’2025, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.8595 | 0.9033 | |
| FSRAPublication=TCSVT’2021, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.8451 | 0.8671 | |
| CDIKTNetPublication=arXiv’2025, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.833 | 0.8573 | |
| WeatherPromptPublication=NeurIPS’2025, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.8278 | 0.8518 | |
| LPNPublication=TCSVT’2021, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.7593 | 0.7914 | |
| EM-CVGLPublication=TGRS’2024, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.7029 | 0.7493 | |
| SFTPublication=-, Satellite-Free=true, Evaluation Protocol=Multi-view UAV protocol2026.04 | 0.6205 | 0.6759 | |
| Instance LossPublication=TOMM’2020, Satellite-Free=false, Evaluation Protocol=Original protocol (single-image UAV query)2026.04 | 0.5823 | 0.6291 | |
| AnyLocPublication=RA-L’2023, Satellite-Free=true, Evaluation Protocol=Multi-view UAV protocol2026.04 | 0.3436 | 0.4232 | |
| DINOv3Publication=arXiv’2025, Satellite-Free=true, Evaluation Protocol=Multi-view UAV protocol2026.04 | 0.3125 | 0.4067 | |
| ConvNeXt-BasePublication=CVPR’2022, Satellite-Free=true, Evaluation Protocol=Multi-view UAV protocol2026.04 | 0.15 | 0.1813 | |
| ViT-BasePublication=ICLR’2021, Satellite-Free=true, Evaluation Protocol=Multi-view UAV protocol2026.04 | 0.089 | 0.1123 | |
| ResNet-50Publication=CVPR’2016, Satellite-Free=true, Evaluation Protocol=Multi-view UAV protocol2026.04 | 0.0625 | 0.0843 | |
| MambaVisionPublication=CVPR’2025, Satellite-Free=true, Evaluation Protocol=Multi-view UAV protocol2026.04 | 0.0504 | 0.0704 |