Sentence Retrieval on RSICD
12.56R@1PMPGuard
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PMPGuardMRate=0, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.12 | 12.56 | 28.2 | 39.37 | 26.21 | |
| PMPGuardMRate=0.22025.12 | 11.9 | 27.26 | 38.2 | 25.42 | |
| DOVEMRate=0, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.12 | 10.54 | 25.31 | 38.27 | 23.79 | |
| PMPGuardMRate=0.42025.12 | 10.38 | 25.77 | 36.9 | 24.03 | |
| DOVEMRate=0.22025.12 | 9.88 | 24.25 | 37.34 | 23.11 | |
| SWANMRate=0, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.12 | 9.82 | 24.61 | 36.25 | 23.48 | |
| PMPGuardMRate=0.62025.12 | 9.51 | 24.94 | 35.7 | 23.03 | |
| SWANMRate=0.22025.12 | 8.95 | 23.72 | 35.07 | 22.66 | |
| PIRMRate=0, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.12 | 8.61 | 23.57 | 35.4 | 21.99 | |
| DOVEMRate=0.42025.12 | 8.35 | 22.95 | 35.96 | 21.77 | |
| PIRMRate=0.22025.12 | 7.78 | 22.69 | 34.4 | 21.23 | |
| DOVEMRate=0.62025.12 | 7.49 | 22.3 | 34.8 | 20.97 | |
| PMPGuardMRate=0.82025.12 | 7.48 | 22.8 | 34.4 | 21.12 | |
| SWANMRate=0.42025.12 | 7.44 | 22.31 | 33.6 | 21.19 | |
| SWANMRate=0.62025.12 | 6.59 | 21.61 | 32.44 | 20.34 | |
| PIRMRate=0.42025.12 | 6.22 | 17.38 | 29.37 | 18.12 | |
| DOVEMRate=0.82025.12 | 5.57 | 20.24 | 33.57 | 19.01 | |
| L2RMMRate=0, Backbone=GeoRSCLIP, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.12 | 5.01 | 13.19 | 21.84 | 14.15 | |
| PIRMRate=0.62025.12 | 4.67 | 13.72 | 25.07 | 14.63 | |
| SWANMRate=0.82025.12 | 4.61 | 19.64 | 31.3 | 18.53 | |
| L2RMMRate=0.2, Backbone=GeoRSCLIP, Input Resolution=224x2242025.12 | 4.03 | 12.35 | 21.04 | 13.5 | |
| PIRMRate=0.82025.12 | 3.66 | 11.16 | 21.04 | 11.88 | |
| L2RMMRate=0.42025.12 | 2.84 | 9.06 | 17.11 | 10.61 | |
| HarMA-VitMRate=0, Backbone=GeoRSCLIP, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.12 | 1.49 | 3.83 | 7.53 | 3.97 | |
| HarMA-VitMRate=0.42025.12 | 1.01 | 3.2 | 6.86 | 3.1 | |
| L2RMMRate=0.62025.12 | 0.88 | 2.21 | 3.32 | 2.28 | |
| HarMA-VitMRate=0.2, Backbone=GeoRSCLIP, Input Resolution=224x2242025.12 | 0.82 | 3.29 | 6.5 | 3.24 | |
| HarMA-VitMRate=0.62025.12 | 0.64 | 2.84 | 5.4 | 2.76 | |
| HarMA-VitMRate=0.82025.12 | 0.27 | 1.92 | 3.66 | 1.85 | |
| L2RMMRate=0.82025.12 | 0.22 | 1.55 | 3.32 | 2.49 |