Image Retrieval on RSITMD
12.58R@1PMPGuard
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PMPGuardMRate=02025.12 | 12.58 | 37.06 | 59.01 | 34.95 | |
| PMPGuardMRate=0.22025.12 | 11.87 | 36.09 | 57.88 | 34.07 | |
| PMPGuardMRate=0.42025.12 | 10.41 | 34.63 | 56.62 | 32.58 | |
| DOVEMRate=02025.12 | 10.21 | 34.52 | 58.45 | 33.29 | |
| DOVEMRate=0.22025.12 | 9.61 | 33.66 | 57.46 | 32.48 | |
| PMPGuardMRate=0.62025.12 | 9.58 | 33.87 | 55.83 | 31.54 | |
| SWANMRate=02025.12 | 9.5 | 33.66 | 57.14 | 32.63 | |
| SWANMRate=0.22025.12 | 8.85 | 32.85 | 56.04 | 31.87 | |
| PIRMRate=02025.12 | 8.6 | 33.02 | 56.43 | 30.99 | |
| DOVEMRate=0.42025.12 | 8.21 | 32.18 | 56.01 | 30.91 | |
| PIRMRate=0.22025.12 | 7.65 | 32.08 | 55.31 | 30.29 | |
| DOVEMRate=0.62025.12 | 7.53 | 31.51 | 55.11 | 30.34 | |
| PMPGuardMRate=0.82025.12 | 7.48 | 31.72 | 54.77 | 29.64 | |
| L2RMMRate=0, Backbone=GeoRSCLIP2025.12 | 7.42 | 29.76 | 49.77 | 25.45 | |
| SWANMRate=0.42025.12 | 7.33 | 31.36 | 54.47 | 30.26 | |
| PIRMRate=0.42025.12 | 7.08 | 29.56 | 51.59 | 27.39 | |
| L2RMMRate=0.22025.12 | 6.86 | 28.94 | 48.94 | 24.78 | |
| SWANMRate=0.62025.12 | 6.59 | 30.8 | 53.65 | 29.31 | |
| PIRMRate=0.62025.12 | 6.46 | 26.28 | 48.36 | 26.28 | |
| DOVEMRate=0.82025.12 | 5.53 | 29.65 | 53.97 | 28.68 | |
| SWANMRate=0.82025.12 | 4.55 | 28.91 | 51.86 | 27.41 | |
| L2RMMRate=0.42025.12 | 4.47 | 20.13 | 35.49 | 18.86 | |
| L2RMMRate=0.62025.12 | 4.2 | 18.1 | 29.47 | 15.97 | |
| PIRMRate=0.82025.12 | 3.63 | 15.44 | 28.98 | 16.19 | |
| L2RMMRate=0.82025.12 | 1.86 | 7.88 | 14.56 | 9.51 | |
| HarMA-VitMRate=0, Backbone=GeoRSCLIP2025.12 | 1.61 | 4.61 | 9.63 | 5.57 | |
| HarMA-VitMRate=0.42025.12 | 0.93 | 3.98 | 7.3 | 4.54 | |
| HarMA-VitMRate=0.22025.12 | 0.88 | 3.76 | 8.89 | 4.73 | |
| HarMA-VitMRate=0.62025.12 | 0.4 | 3.5 | 6.33 | 4.14 | |
| HarMA-VitMRate=0.82025.12 | 0.35 | 2.04 | 4.96 | 2.74 |