# Hyperspectral Image Classification on Washington Source: [Hyperspectral Image Classification on Washington]() Collection index: [llms.txt]() Data updated: 2026-03-31T09:20:43.579Z Evaluation of Hyperspectral Image Classification performance on the Washington dataset, focusing on adversarial robustness metrics such as Benign Accuracy, PGD-50 Accuracy, and CW Accuracy. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Hyperspectral Image Classification | | Dataset (including any stated split) | Washington | | Metric | Benign Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Benign Accuracy](): Higher is better; unit: PERCENT. - [PGD-50 Accuracy](): Higher is better; unit: PERCENT. - [CW Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Benign Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SSFCN | 99.38 | Not recorded | 68fa7bc51e209131cea8a552 | | SSFCN | 99.19 | Not recorded | 68fa7bc51e209131cea8a552 | | SSFCN | 99.19 | Not recorded | 68fa7bc51e209131cea8a552 | | SpaFCN | 98.99 | Not recorded | 68fa7bc51e209131cea8a552 | | SpaFCN | 98.99 | Not recorded | 68fa7bc51e209131cea8a552 | | SpaFCN | 98.72 | Not recorded | 68fa7bc51e209131cea8a552 | | SACNet | 98.7 | Not recorded | 68fa7bc51e209131cea8a552 | | S3ANet | 98.56 | Not recorded | 68fa7bc51e209131cea8a552 | | S3ANet | 98.56 | Not recorded | 68fa7bc51e209131cea8a552 | | SSFCN | 98.52 | Not recorded | 68fa7bc51e209131cea8a552 | | SSFCN | 98.52 | Not recorded | 68fa7bc51e209131cea8a552 | | S3ANet | 98.48 | Not recorded | 68fa7bc51e209131cea8a552 | | S3ANet | 98.48 | Not recorded | 68fa7bc51e209131cea8a552 | | S3ANet | 98.45 | Not recorded | 68fa7bc51e209131cea8a552 | | SACNet | 98.15 | Not recorded | 68fa7bc51e209131cea8a552 | | SACNet | 98.15 | Not recorded | 68fa7bc51e209131cea8a552 | | RCCA | 97.71 | Not recorded | 68fa7bc51e209131cea8a552 | | RCCA | 97.71 | Not recorded | 68fa7bc51e209131cea8a552 | | SACNet | 97.61 | Not recorded | 68fa7bc51e209131cea8a552 | | SACNet | 97.61 | Not recorded | 68fa7bc51e209131cea8a552 | | SpaFCN | 97.52 | Not recorded | 68fa7bc51e209131cea8a552 | | SpaFCN | 97.52 | Not recorded | 68fa7bc51e209131cea8a552 | | DilatedFCN | 96.98 | Not recorded | 68fa7bc51e209131cea8a552 | | DilatedFCN | 96.98 | Not recorded | 68fa7bc51e209131cea8a552 | | RCCA | 96.98 | Not recorded | 68fa7bc51e209131cea8a552 | | DilatedFCN | 96.26 | Not recorded | 68fa7bc51e209131cea8a552 | | DilatedFCN | 96.18 | Not recorded | 68fa7bc51e209131cea8a552 | | DilatedFCN | 96.18 | Not recorded | 68fa7bc51e209131cea8a552 | | RCCA | 95.39 | Not recorded | 68fa7bc51e209131cea8a552 | | RCCA | 95.39 | Not recorded | 68fa7bc51e209131cea8a552 | ### SSFCN Benign Accuracy: 99.38. Result ID: 69cb90b447f34ce924b41f43. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-HARL"}. This record does not assert independent reproduction. ### SSFCN Benign Accuracy: 99.19. Result ID: 69cb90b447f34ce924b41eff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT"}. This record does not assert independent reproduction. ### SSFCN Benign Accuracy: 99.19. Result ID: 69cb90b447f34ce924b41f42. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT"}. This record does not assert independent reproduction. ### SpaFCN Benign Accuracy: 98.99. Result ID: 69cb90b447f34ce924b41f02. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT-RA"}. This record does not assert independent reproduction. ### SpaFCN Benign Accuracy: 98.99. Result ID: 69cb90b447f34ce924b41f47. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-RA"}. This record does not assert independent reproduction. ### SpaFCN Benign Accuracy: 98.72. Result ID: 69cb90b447f34ce924b41f46. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-HARL"}. This record does not assert independent reproduction. ### SACNet Benign Accuracy: 98.7. Result ID: 69cb90b447f34ce924b41f49. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-HARL"}. This record does not assert independent reproduction. ### S3ANet Benign Accuracy: 98.56. Result ID: 69cb90b447f34ce924b41f08. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT-RA"}. This record does not assert independent reproduction. ### S3ANet Benign Accuracy: 98.56. Result ID: 69cb90b447f34ce924b41f50. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-RA"}. This record does not assert independent reproduction. ### SSFCN Benign Accuracy: 98.52. Result ID: 69cb90b447f34ce924b41f00. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT-RA"}. This record does not assert independent reproduction. ### SSFCN Benign Accuracy: 98.52. Result ID: 69cb90b447f34ce924b41f44. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-RA"}. This record does not assert independent reproduction. ### S3ANet Benign Accuracy: 98.48. Result ID: 69cb90b447f34ce924b41f07. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT"}. This record does not assert independent reproduction. ### S3ANet Benign Accuracy: 98.48. Result ID: 69cb90b447f34ce924b41f4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT"}. This record does not assert independent reproduction. ### S3ANet Benign Accuracy: 98.45. Result ID: 69cb90b447f34ce924b41f4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-HARL"}. This record does not assert independent reproduction. ### SACNet Benign Accuracy: 98.15. Result ID: 69cb90b447f34ce924b41f03. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT"}. This record does not assert independent reproduction. ### SACNet Benign Accuracy: 98.15. Result ID: 69cb90b447f34ce924b41f48. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT"}. This record does not assert independent reproduction. ### RCCA Benign Accuracy: 97.71. Result ID: 69cb90b447f34ce924b41f06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT-RA"}. This record does not assert independent reproduction. ### RCCA Benign Accuracy: 97.71. Result ID: 69cb90b447f34ce924b41f4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-RA"}. This record does not assert independent reproduction. ### SACNet Benign Accuracy: 97.61. Result ID: 69cb90b447f34ce924b41f04. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT-RA"}. This record does not assert independent reproduction. ### SACNet Benign Accuracy: 97.61. Result ID: 69cb90b447f34ce924b41f4a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-RA"}. This record does not assert independent reproduction. ### SpaFCN Benign Accuracy: 97.52. Result ID: 69cb90b447f34ce924b41f01. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT"}. This record does not assert independent reproduction. ### SpaFCN Benign Accuracy: 97.52. Result ID: 69cb90b447f34ce924b41f45. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT"}. This record does not assert independent reproduction. ### DilatedFCN Benign Accuracy: 96.98. Result ID: 69cb90b447f34ce924b41efe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT-RA"}. This record does not assert independent reproduction. ### DilatedFCN Benign Accuracy: 96.98. Result ID: 69cb90b447f34ce924b41f41. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-RA"}. This record does not assert independent reproduction. ### RCCA Benign Accuracy: 96.98. Result ID: 69cb90b447f34ce924b41f4c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-HARL"}. This record does not assert independent reproduction. ### DilatedFCN Benign Accuracy: 96.26. Result ID: 69cb90b447f34ce924b41f40. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT-HARL"}. This record does not assert independent reproduction. ### DilatedFCN Benign Accuracy: 96.18. Result ID: 69cb90b447f34ce924b41efd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT"}. This record does not assert independent reproduction. ### DilatedFCN Benign Accuracy: 96.18. Result ID: 69cb90b447f34ce924b41f3f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT"}. This record does not assert independent reproduction. ### RCCA Benign Accuracy: 95.39. Result ID: 69cb90b447f34ce924b41f05. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Scheme":"AT"}. This record does not assert independent reproduction. ### RCCA Benign Accuracy: 95.39. Result ID: 69cb90b447f34ce924b41f4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adversarial Training Setting":"AT"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.