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ResearchFormerly WizWand

Hyperspectral Image Classification on Houston (Adversarial Robustness)

0.9953Benign AccuracyS3ANet
0.9384120.9531810.967950.982719Oct 1, 2025
Updated 7mo ago

Evaluation results

MethodLinks
S3ANetTraining Scheme=AT-RA2025.100.99530.88560.9239
S3ANetAdversarial Training Setting=AT-RA2025.100.99530.88560.9239
S3ANetTraining Scheme=AT2025.100.99510.79430.8675
S3ANetAdversarial Training Setting=AT2025.100.99510.79430.8675
RCCATraining Scheme=AT-RA2025.100.98740.88050.9456
RCCAAdversarial Training Setting=AT-RA2025.100.98740.88050.9456
S3ANetAdversarial Training Setting=AT-HARL2025.100.98730.8550.9027
RCCAAdversarial Training Setting=AT-HARL2025.100.98560.71550.8408
RCCATraining Scheme=AT2025.100.98320.65420.7518
RCCAAdversarial Training Setting=AT2025.100.98320.65420.7518
SSFCNTraining Scheme=AT-RA2025.100.97370.34920.4925
SSFCNAdversarial Training Setting=AT-RA2025.100.97370.34920.4925
SSFCNTraining Scheme=AT2025.100.9730.31680.3633
SSFCNAdversarial Training Setting=AT2025.100.9730.31680.3633
SACNetTraining Scheme=AT-RA2025.100.97180.88120.9478
SACNetAdversarial Training Setting=AT-RA2025.100.97180.88120.9478
SpaFCNTraining Scheme=AT2025.100.97120.34920.3845
SpaFCNAdversarial Training Setting=AT2025.100.97120.34920.3845
SACNetAdversarial Training Setting=AT-HARL2025.100.97080.87290.9242
SpaFCNTraining Scheme=AT-RA2025.100.96950.46750.5919
SpaFCNAdversarial Training Setting=AT-RA2025.100.96950.46750.5919
SACNetTraining Scheme=AT2025.100.96650.82490.8988
SACNetAdversarial Training Setting=AT2025.100.96650.82490.8988
SSFCNAdversarial Training Setting=AT-HARL2025.100.96120.36550.4322
DilatedFCNAdversarial Training Setting=AT-HARL2025.100.95140.53820.6132
DilatedFCNTraining Scheme=AT-RA2025.100.95010.58460.6334
DilatedFCNAdversarial Training Setting=AT-RA2025.100.95010.58460.6334
SpaFCNAdversarial Training Setting=AT-HARL2025.100.9440.43340.4777
DilatedFCNTraining Scheme=AT2025.100.94060.47980.5865
DilatedFCNAdversarial Training Setting=AT2025.100.94060.47980.5865