Drone-to-Satellite Retrieval on SUES-200 200m
100R@1 AccuracyMEAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MEANPublication=TGRS’252026.02 | 100 | 97.09 | |
| (MGS)²Publication=—2026.02 | 100 | 98.38 | |
| (MGS)²Publication=—2026.02 | 99.52 | 99.61 | |
| Sample4GeoPublication=ICCV’232026.02 | 98.75 | 96.7 | |
| DACPublication=TCSVT’242026.02 | 98.75 | 96.66 | |
| QDFLPublication=TGRS’252026.02 | 98.75 | 97.92 | |
| Sample4geo2025.12 | 98.75 | 96.7 | |
| DAC2025.12 | 98.75 | 96.66 | |
| Ours2025.12 | 98.75 | 97.7 | |
| CDM-NetPublication=TGRS’252026.02 | 98.5 | 96.4 | |
| MEANPublication=TGRS’252026.02 | 98.38 | 98.72 | |
| QDFLPublication=TGRS’252026.02 | 98.25 | 98.67 | |
| MFRGNPublication=ACMMM'2024, Satellite-free=false2026.04 | 97.95 | 98.38 | |
| Ours2025.12 | 97.93 | 98.34 | |
| FDER2025.12 | 97.75 | 93.12 | |
| CGSIPublication=TCSVT'2025, Satellite-free=false2026.04 | 97.72 | 98.15 | |
| CAMPPublication=TGRS’242026.02 | 97.63 | 98.16 | |
| CDM-NetPublication=TGRS’252026.02 | 97.62 | 98.16 | |
| CDM-NetPublication=TGRS'2025, Satellite-free=false2026.04 | 97.62 | 98.16 | |
| MJRLIFSPublication=TGRS’242026.02 | 97.5 | 90.52 | |
| CCRPublication=TCSVT’242026.02 | 97.5 | 95.22 | |
| SRLNPublication=TGRS’242026.02 | 97.5 | 95.08 | |
| SCOFPublication=TGRS’252026.02 | 97.5 | 93.13 | |
| CAMPPublication=TGRS’242026.02 | 97.5 | 96.76 | |
| CCR2025.12 | 97.5 | 95.22 | |
| DACPublication=TCSVT’242026.02 | 97.48 | 97.97 | |
| DAC2025.12 | 97.48 | 97.97 | |
| Sample4GeoPublication=ICCV’232026.02 | 97.38 | 97.81 | |
| Sample4geo2025.12 | 97.38 | 97.81 | |
| Sample4GeoPublication=ICCV'2023, Satellite-free=false2026.04 | 97.38 | 97.81 | |
| SDPLPublication=TCSVT’242026.02 | 96.25 | 92.42 | |
| MFJR2025.12 | 96.25 | 94.72 | |
| DMNILPublication=arXiv'2025, Satellite-free=false2026.04 | 95.03 | 96.14 | |
| SeGCNPublication=JSTARS’242026.02 | 95 | 93.65 | |
| SeGCN2025.12 | 95 | 93.65 | |
| SRLNPublication=TGRS’242026.02 | 94.32 | 95.65 | |
| SCOFPublication=TGRS’252026.02 | 94.25 | 95.35 | |
| MCCGPublication=TCSVT’232026.02 | 93.75 | 92.21 | |
| DiffusionUavLocPublication=IOT'2026, Satellite-free=false2026.04 | 93.67 | 94.66 | |
| MFJR2025.12 | 93.6 | 94.72 | |
| MFJRPublication=TGRS'2024, Satellite-free=false2026.04 | 93.6 | 94.72 | |
| CCRPublication=TCSVT’242026.02 | 93.57 | 94.9 | |
| CCR2025.12 | 93.57 | 94.9 | |
| FDER2025.12 | 93.23 | 94.66 | |
| SDPLPublication=TCSVT’242026.02 | 92.73 | 94.07 | |
| SeGCNPublication=JSTARS’242026.02 | 91.93 | 93.41 | |
| SeGCN2025.12 | 91.93 | 93.41 | |
| Safe-NetPublication=TIP'2024, Satellite-free=false2026.04 | 91.1 | 93.04 | |
| MJRLIFSPublication=TGRS’242026.02 | 89.5 | 91.4 | |
| MCCGPublication=TCSVT’232026.02 | 89.38 | 91.41 | |
| CDIKTNetPublication=arXiv'2025, Satellite-free=false2026.04 | 89.35 | 91.13 | |
| WangPublication=AAAI'2025, Satellite-free=false2026.04 | 87.88 | 92.6 | |
| SUES-200Publication=TCSVT’232026.02 | 85 | 62.56 | |
| FSRAPublication=TCSVT'2021, Satellite-free=false2026.04 | 83 | 85.99 | |
| SFTPublication=-, Satellite-free=true2026.04 | 82.5 | 85.51 | |
| WeatherPromptPublication=NeurIPS'2025, Satellite-free=false2026.04 | 80.78 | 83.92 | |
| LPNPublication=TCSVT'2021, Satellite-free=false2026.04 | 70.85 | 75.96 | |
| SUES-200Publication=TCSVT’232026.02 | 62.3 | 67.24 | |
| SUES baselinePublication=TOMM'2020, Satellite-free=false2026.04 | 62.3 | 67.24 | |
| EM-CVGLPublication=TGRS'2024, Satellite-free=false2026.04 | 60.95 | 61.03 | |
| DINOv3Publication=arXiv'2025, Satellite-free=true2026.04 | 42.32 | 48.36 | |
| AnyLocPublication=RA-L'2023, Satellite-free=true2026.04 | 34 | 46.74 | |
| ConvNeXt-BasePublication=CVPR'2022, Satellite-free=true2026.04 | 32.15 | 37.59 | |
| ViT-BasePublication=ICLR'2021, Satellite-free=true2026.04 | 19.02 | 23.92 | |
| ResNet-50Publication=CVPR'2016, Satellite-free=true2026.04 | 11.65 | 15.78 | |
| MambaVisionPublication=CVPR'2025, Satellite-free=true2026.04 | 10.53 | 14.22 |