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ResearchFormerly WizWand

Sentence Retrieval on RSICD

12.56R@1PMPGuard
-0.27363.05826.399.7218Dec 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PMPGuardMRate=0, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.1212.5628.239.3726.21
PMPGuardMRate=0.22025.1211.927.2638.225.42
DOVEMRate=0, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.1210.5425.3138.2723.79
PMPGuardMRate=0.42025.1210.3825.7736.924.03
DOVEMRate=0.22025.129.8824.2537.3423.11
SWANMRate=0, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.129.8224.6136.2523.48
PMPGuardMRate=0.62025.129.5124.9435.723.03
SWANMRate=0.22025.128.9523.7235.0722.66
PIRMRate=0, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.128.6123.5735.421.99
DOVEMRate=0.42025.128.3522.9535.9621.77
PIRMRate=0.22025.127.7822.6934.421.23
DOVEMRate=0.62025.127.4922.334.820.97
PMPGuardMRate=0.82025.127.4822.834.421.12
SWANMRate=0.42025.127.4422.3133.621.19
SWANMRate=0.62025.126.5921.6132.4420.34
PIRMRate=0.42025.126.2217.3829.3718.12
DOVEMRate=0.82025.125.5720.2433.5719.01
L2RMMRate=0, Backbone=GeoRSCLIP, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.125.0113.1921.8414.15
PIRMRate=0.62025.124.6713.7225.0714.63
SWANMRate=0.82025.124.6119.6431.318.53
L2RMMRate=0.2, Backbone=GeoRSCLIP, Input Resolution=224x2242025.124.0312.3521.0413.5
PIRMRate=0.82025.123.6611.1621.0411.88
L2RMMRate=0.42025.122.849.0617.1110.61
HarMA-VitMRate=0, Backbone=GeoRSCLIP, Input Resolution=224x224, Word Vector Dimension=768, Embedding Space Dimension=5122025.121.493.837.533.97
HarMA-VitMRate=0.42025.121.013.26.863.1
L2RMMRate=0.62025.120.882.213.322.28
HarMA-VitMRate=0.2, Backbone=GeoRSCLIP, Input Resolution=224x2242025.120.823.296.53.24
HarMA-VitMRate=0.62025.120.642.845.42.76
HarMA-VitMRate=0.82025.120.271.923.661.85
L2RMMRate=0.82025.120.221.553.322.49