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Models/RSM-CD

RSM-CD

Reported on 8 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision5 results

Change DetectiononWHU-CD
F1· 2024-04-03
91.87
best: 95.24 (CLAFA-LWGANet L2)
RS-Mamba for Large Remote Sensing Image Dense Prediction arXiv:2404.02668
Change DetectiononWHU-CD
IoU· 2024-04-03
84.96
best: 90.92 (CLAFA-LWGANet L2)
RS-Mamba for Large Remote Sensing Image Dense Prediction arXiv:2404.02668
Change DetectiononWHU-CD
Precision· 2024-04-03
93.37
best: 96.57 (C2FNet)
RS-Mamba for Large Remote Sensing Image Dense Prediction arXiv:2404.02668
Change DetectiononWHU-CD
Recall· 2024-04-03
90.42
best: 93.6 (BiFA)
RS-Mamba for Large Remote Sensing Image Dense Prediction arXiv:2404.02668
Change DetectiononWHU Building Dataset
F1-score· 2024-04-03
0.9187
best: 0.9559 (IMP+MTP(InternImage-XL))
RS-Mamba for Large Remote Sensing Image Dense Prediction arXiv:2404.02668

Methodology3 results

Remote SensingonLEVIR-CD
F1· 2024-04-03
91.1
best: 92.67 (MAE+MTP(ViT-L+RVSA))
RS-Mamba for Large Remote Sensing Image Dense Prediction arXiv:2404.02668
Remote SensingonLEVIR-CD
IoU· 2024-04-03
83.66
best: 85.76 (Changer (Ex, ResNeSt101))
RS-Mamba for Large Remote Sensing Image Dense Prediction arXiv:2404.02668
Remote SensingonLEVIR-CD
Params(M)· 2024-04-03
27.9
best: 335 (IMP+MTP(InternImage-XL))
RS-Mamba for Large Remote Sensing Image Dense Prediction arXiv:2404.02668