Hyperspectral Image Classification on Pavia University (80% test)
99.52Overall Accuracy (OA)MSDiff
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MSDiffDegradation Type=Jpeg2026.04 | 99.52 | 99.35 | 99.37 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=Additive2026.04 | 99.52 | 99.34 | 99.36 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=C-3-12026.04 | 99.5 | 99.33 | 99.34 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=C-3-32026.04 | 99.4 | 99.2 | 99.21 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=C-5-22026.04 | 99.4 | 99.19 | 99.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=Stripes2026.04 | 99.1 | 99.02 | 98.81 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=Deadline2026.04 | 98.65 | 98.75 | 98.21 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=Salt&Pepper2026.04 | 98.33 | 97.92 | 97.79 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=C-3-22026.04 | 97.79 | 96.85 | 97.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=C-3-32026.04 | 97.61 | 97.43 | 96.84 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=C-3-12026.04 | 97.51 | 97.22 | 96.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=Avg.2026.04 | 95.76 | 94.86 | 94.48 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=C-3-42026.04 | 95.54 | 93.92 | 93.99 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=Stripes2026.04 | 94.43 | 89.98 | 92.63 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=Zero-Mean2026.04 | 94.11 | 93.12 | 92.24 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=C-92026.04 | 93.06 | 91.83 | 90.83 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=Additive2026.04 | 89.15 | 83.83 | 85.15 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=C-5-22026.04 | 88.51 | 83.54 | 84.35 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=Jpeg2026.04 | 88.32 | 81.13 | 84.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=Salt&Pepper2026.04 | 85.32 | 76.42 | 80.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=C-72026.04 | 83.65 | 80.83 | 78.39 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSDiffDegradation Type=C-5-12026.04 | 83.12 | 79.33 | 78.94 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SpectralDiffDegradation Type=Avg.2026.04 | 79.79 | 72.06 | 71.62 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SpectralDiffDegradation Type=C-92026.04 | 77.67 | 67.13 | 69.69 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=Avg.2026.04 | 76.18 | 66.54 | 65.29 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=Zero-Mean2026.04 | 75.71 | 60.67 | 67.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SS-MTrDegradation Type=C-5-12026.04 | 74.8 | 85.28 | 68.92 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=Deadline2026.04 | 73.24 | 71.11 | 65.71 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SpectralDiffDegradation Type=Jpeg2026.04 | 71.64 | 61.19 | 58.28 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SSEFNDegradation Type=Jpeg2026.04 | 69.25 | 76.43 | 62.54 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SLCGCDegradation Type=Jpeg2026.04 | 64.79 | 60.15 | 54.64 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RPCL-FSLDegradation Type=Jpeg2026.04 | 60.44 | 61.28 | 49.95 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=C-92026.04 | 60.1 | 41.02 | 45.09 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SS-MTrDegradation Type=Avg.2026.04 | 56.82 | 47.1 | 38.24 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=C-3-22026.04 | 55.83 | 41.97 | 31.16 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=C-3-42026.04 | 55.82 | 42.25 | 31.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=C-5-12026.04 | 52.97 | 31.96 | 31.48 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HyperTTADegradation Type=C-72026.04 | 51.95 | 33.02 | 22.28 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SS-MTrDegradation Type=Jpeg2026.04 | 50.31 | 24.3 | 30.47 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SLCGCDegradation Type=Avg.2026.04 | 48.42 | 50.33 | 38.28 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DSFormerDegradation Type=Jpeg2026.04 | 45.75 | 54.86 | 36.71 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SSEFNDegradation Type=Avg.2026.04 | 39.45 | 43.53 | 30.46 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RPCL-FSLDegradation Type=Avg.2026.04 | 34.16 | 43.66 | 24.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DSFormerDegradation Type=Avg.2026.04 | 20.46 | 25.72 | 10.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SSEFNDegradation Type=Zero-Mean2026.04 | 13.4 | 12.94 | 1.71 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DSFormerDegradation Type=C-92026.04 | 8.34 | 15.45 | -0.45 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |