Sentence Retrieval on RSITMD
14.94R@1PMPGuard
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PMPGuardMRate=02025.12 | 14.94 | 37.39 | 49.11 | 34.95 | |
| PMPGuardMRate=0.22025.12 | 14.06 | 36.64 | 48.46 | 34.07 | |
| DOVEMRate=02025.12 | 13.51 | 35.25 | 48.12 | 33.29 | |
| PMPGuardMRate=0.42025.12 | 12.61 | 35.29 | 47.25 | 32.58 | |
| DOVEMRate=0.22025.12 | 12.57 | 34.55 | 47.01 | 32.48 | |
| SWANMRate=02025.12 | 11.91 | 34.29 | 46.16 | 32.63 | |
| PMPGuardMRate=0.62025.12 | 11.71 | 34.74 | 46.61 | 31.54 | |
| SWANMRate=0.22025.12 | 11.25 | 33.25 | 45.06 | 31.87 | |
| PIRMRate=02025.12 | 11.14 | 33.14 | 45.21 | 30.99 | |
| DOVEMRate=0.42025.12 | 11.06 | 33.17 | 45.6 | 30.91 | |
| PIRMRate=0.22025.12 | 10.4 | 32.08 | 44.25 | 30.29 | |
| DOVEMRate=0.62025.12 | 10.28 | 32.66 | 44.93 | 30.34 | |
| PMPGuardMRate=0.82025.12 | 10.01 | 32.9 | 44.97 | 29.64 | |
| PIRMRate=0.62025.12 | 9.96 | 27.88 | 38.72 | 26.28 | |
| SWANMRate=0.42025.12 | 9.82 | 31.77 | 43.69 | 30.26 | |
| PIRMRate=0.42025.12 | 9.51 | 26.33 | 40.27 | 27.39 | |
| SWANMRate=0.62025.12 | 8.94 | 31.21 | 43.22 | 29.31 | |
| DOVEMRate=0.82025.12 | 8.38 | 30.91 | 43.94 | 28.68 | |
| SWANMRate=0.82025.12 | 7.95 | 29.97 | 41.88 | 27.41 | |
| L2RMMRate=0, Backbone=GeoRSCLIP2025.12 | 7.37 | 23.07 | 35.73 | 25.45 | |
| L2RMMRate=0.22025.12 | 6.64 | 22.35 | 34.96 | 24.78 | |
| L2RMMRate=0.42025.12 | 5.09 | 17.92 | 30.09 | 18.86 | |
| PIRMRate=0.82025.12 | 4.65 | 17.04 | 27.43 | 16.19 | |
| L2RMMRate=0.62025.12 | 3.54 | 15.04 | 25.44 | 15.97 | |
| L2RMMRate=0.82025.12 | 3.54 | 11.28 | 17.92 | 9.51 | |
| HarMA-VitMRate=0, Backbone=GeoRSCLIP2025.12 | 2.89 | 4.82 | 9.67 | 5.57 | |
| HarMA-VitMRate=0.22025.12 | 2.21 | 3.98 | 8.63 | 4.73 | |
| HarMA-VitMRate=0.42025.12 | 1.77 | 5.31 | 7.96 | 4.54 | |
| HarMA-VitMRate=0.62025.12 | 1.11 | 5.75 | 7.74 | 4.14 | |
| HarMA-VitMRate=0.82025.12 | 0.88 | 3.32 | 4.87 | 2.74 |