Hyperspectral Image Classification on Houston (Adversarial Robustness)
0.9953Benign AccuracyS3ANet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| S3ANetTraining Scheme=AT-RA2025.10 | 0.9953 | 0.8856 | 0.9239 | |
| S3ANetAdversarial Training Setting=AT-RA2025.10 | 0.9953 | 0.8856 | 0.9239 | |
| S3ANetTraining Scheme=AT2025.10 | 0.9951 | 0.7943 | 0.8675 | |
| S3ANetAdversarial Training Setting=AT2025.10 | 0.9951 | 0.7943 | 0.8675 | |
| RCCATraining Scheme=AT-RA2025.10 | 0.9874 | 0.8805 | 0.9456 | |
| RCCAAdversarial Training Setting=AT-RA2025.10 | 0.9874 | 0.8805 | 0.9456 | |
| S3ANetAdversarial Training Setting=AT-HARL2025.10 | 0.9873 | 0.855 | 0.9027 | |
| RCCAAdversarial Training Setting=AT-HARL2025.10 | 0.9856 | 0.7155 | 0.8408 | |
| RCCATraining Scheme=AT2025.10 | 0.9832 | 0.6542 | 0.7518 | |
| RCCAAdversarial Training Setting=AT2025.10 | 0.9832 | 0.6542 | 0.7518 | |
| SSFCNTraining Scheme=AT-RA2025.10 | 0.9737 | 0.3492 | 0.4925 | |
| SSFCNAdversarial Training Setting=AT-RA2025.10 | 0.9737 | 0.3492 | 0.4925 | |
| SSFCNTraining Scheme=AT2025.10 | 0.973 | 0.3168 | 0.3633 | |
| SSFCNAdversarial Training Setting=AT2025.10 | 0.973 | 0.3168 | 0.3633 | |
| SACNetTraining Scheme=AT-RA2025.10 | 0.9718 | 0.8812 | 0.9478 | |
| SACNetAdversarial Training Setting=AT-RA2025.10 | 0.9718 | 0.8812 | 0.9478 | |
| SpaFCNTraining Scheme=AT2025.10 | 0.9712 | 0.3492 | 0.3845 | |
| SpaFCNAdversarial Training Setting=AT2025.10 | 0.9712 | 0.3492 | 0.3845 | |
| SACNetAdversarial Training Setting=AT-HARL2025.10 | 0.9708 | 0.8729 | 0.9242 | |
| SpaFCNTraining Scheme=AT-RA2025.10 | 0.9695 | 0.4675 | 0.5919 | |
| SpaFCNAdversarial Training Setting=AT-RA2025.10 | 0.9695 | 0.4675 | 0.5919 | |
| SACNetTraining Scheme=AT2025.10 | 0.9665 | 0.8249 | 0.8988 | |
| SACNetAdversarial Training Setting=AT2025.10 | 0.9665 | 0.8249 | 0.8988 | |
| SSFCNAdversarial Training Setting=AT-HARL2025.10 | 0.9612 | 0.3655 | 0.4322 | |
| DilatedFCNAdversarial Training Setting=AT-HARL2025.10 | 0.9514 | 0.5382 | 0.6132 | |
| DilatedFCNTraining Scheme=AT-RA2025.10 | 0.9501 | 0.5846 | 0.6334 | |
| DilatedFCNAdversarial Training Setting=AT-RA2025.10 | 0.9501 | 0.5846 | 0.6334 | |
| SpaFCNAdversarial Training Setting=AT-HARL2025.10 | 0.944 | 0.4334 | 0.4777 | |
| DilatedFCNTraining Scheme=AT2025.10 | 0.9406 | 0.4798 | 0.5865 | |
| DilatedFCNAdversarial Training Setting=AT2025.10 | 0.9406 | 0.4798 | 0.5865 |