Drone-to-Satellite Retrieval on SUES-200 300m
100R@1MJRLIFS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MJRLIFSPublication=TGRS’242026.02 | 100 | 97.66 | |
| CAMPPublication=TGRS’242026.02 | 100 | 98.85 | |
| MEANPublication=TGRS’252026.02 | 100 | 99.21 | |
| QDFLPublication=TGRS’252026.02 | 100 | 99.07 | |
| (MGS)²Publication=—2026.02 | 100 | 99.18 | |
| (MGS)²Publication=—2026.02 | 99.78 | 99.83 | |
| MFRGNPublication=ACMMM'2024, Satellite-free=false2026.04 | 99.53 | 99.62 | |
| MEANPublication=TGRS’252026.02 | 99.52 | 99.63 | |
| CAMPPublication=TGRS’242026.02 | 99.33 | 99.46 | |
| QDFLPublication=TGRS’252026.02 | 99.31 | 99.48 | |
| CDM-NetPublication=TGRS’252026.02 | 99.2 | 99.31 | |
| CDM-NetPublication=TGRS'2025, Satellite-free=false2026.04 | 99.2 | 99.31 | |
| Sample4GeoPublication=ICCV’232026.02 | 99.18 | 99.36 | |
| Sample4geo2025.12 | 99.18 | 99.36 | |
| Sample4GeoPublication=ICCV'2023, Satellite-free=false2026.04 | 99.18 | 99.36 | |
| CDM-NetPublication=TGRS’252026.02 | 99 | 98.01 | |
| Ours2025.12 | 98.85 | 99.11 | |
| MCCGPublication=TCSVT’232026.02 | 98.75 | 96.64 | |
| Sample4GeoPublication=ICCV’232026.02 | 98.75 | 98.05 | |
| DACPublication=TCSVT’242026.02 | 98.75 | 97.87 | |
| Sample4geo2025.12 | 98.75 | 98.05 | |
| FDER2025.12 | 98.75 | 97.2 | |
| MFJR2025.12 | 98.75 | 97.87 | |
| DAC2025.12 | 98.75 | 97.87 | |
| Ours2025.12 | 98.75 | 98.91 | |
| DMNILPublication=arXiv'2025, Satellite-free=false2026.04 | 98.23 | 98.64 | |
| SCOFPublication=TGRS’252026.02 | 97.85 | 98.1 | |
| SDPLPublication=TCSVT’242026.02 | 97.83 | 98.05 | |
| CGSIPublication=TCSVT'2025, Satellite-free=false2026.04 | 97.83 | 98.23 | |
| DACPublication=TCSVT’242026.02 | 97.58 | 98.14 | |
| DAC2025.12 | 97.58 | 98.14 | |
| SeGCNPublication=JSTARS’242026.02 | 97.5 | 94.55 | |
| CCRPublication=TCSVT’242026.02 | 97.5 | 97.49 | |
| SRLNPublication=TGRS’242026.02 | 97.5 | 96.71 | |
| SCOFPublication=TGRS’252026.02 | 97.5 | 96.62 | |
| FDER2025.12 | 97.5 | 88.09 | |
| SeGCN2025.12 | 97.5 | 94.55 | |
| CCR2025.12 | 97.5 | 97.49 | |
| MFJR2025.12 | 97.45 | 97.84 | |
| MFJRPublication=TGRS'2024, Satellite-free=false2026.04 | 97.45 | 97.84 | |
| MJRLIFSPublication=TGRS’242026.02 | 97.4 | 97.92 | |
| CCRPublication=TCSVT’242026.02 | 96.82 | 97.39 | |
| CCR2025.12 | 96.82 | 97.39 | |
| SRLNPublication=TGRS’242026.02 | 96.37 | 97.21 | |
| SUES-200Publication=TCSVT’232026.02 | 96.25 | 84.16 | |
| SDPLPublication=TCSVT’242026.02 | 96.25 | 96.17 | |
| CDIKTNetPublication=arXiv'2025, Satellite-free=false2026.04 | 95.18 | 96.12 | |
| WangPublication=AAAI'2025, Satellite-free=false2026.04 | 95.1 | 96.92 | |
| MCCGPublication=TCSVT’232026.02 | 95.07 | 96.2 | |
| Safe-NetPublication=TIP'2024, Satellite-free=false2026.04 | 94.57 | 95.6 | |
| DiffusionUavLocPublication=IOT'2026, Satellite-free=false2026.04 | 93.55 | 94.49 | |
| SFTPublication=-, Satellite-free=true2026.04 | 93.5 | 94.87 | |
| SeGCNPublication=JSTARS’242026.02 | 93.33 | 94.61 | |
| SeGCN2025.12 | 93.33 | 94.61 | |
| FSRAPublication=TCSVT'2021, Satellite-free=false2026.04 | 91.95 | 91.95 | |
| WeatherPromptPublication=NeurIPS'2025, Satellite-free=false2026.04 | 89.35 | 91.49 | |
| LPNPublication=TCSVT'2021, Satellite-free=false2026.04 | 81.47 | 84.53 | |
| SUES-200Publication=TCSVT’232026.02 | 77.17 | 67.8 | |
| SUES baselinePublication=TOMM'2020, Satellite-free=false2026.04 | 77.17 | 80.67 | |
| EM-CVGLPublication=TGRS'2024, Satellite-free=false2026.04 | 74.42 | 78.2 | |
| DINOv3Publication=arXiv'2025, Satellite-free=true2026.04 | 53.65 | 59.32 | |
| ConvNeXt-BasePublication=CVPR'2022, Satellite-free=true2026.04 | 46.9 | 52.46 | |
| AnyLocPublication=RA-L'2023, Satellite-free=true2026.04 | 41 | 51.97 | |
| ViT-BasePublication=ICLR'2021, Satellite-free=true2026.04 | 27.75 | 32.36 | |
| ResNet-50Publication=CVPR'2016, Satellite-free=true2026.04 | 23.87 | 28.27 | |
| MambaVisionPublication=CVPR'2025, Satellite-free=true2026.04 | 19.57 | 23.21 |