Hyperspectral Image Classification on PU-PC (test)
98.6Tree AccuracyMTS
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MTSVenue=TCSVT’242026.05 | 98.6 | — | — | — | — | — | — | — | — | — | — | — | — | 63.2 | 67.1 | 67.8 | 98.5 | 4.1 | 32 | 61.6 | 24.8 | 35.4 | |
| SoDa2Venue=Ours2026.05 | 97.1 | — | — | — | — | — | — | — | — | — | — | — | — | 94 | 66 | 23.5 | 90.2 | 75.4 | 47 | 70.5 | 94.3 | 80.7 | |
| WGDTVenue=TGRS’252026.05 | 96.1 | — | — | — | — | — | — | — | — | — | — | — | — | 81 | 47.1 | 47 | 100 | 64.9 | 46.4 | 68.9 | 86.3 | 76.6 | |
| UADALVenue=NeurIPS’222026.05 | 91.3 | — | — | — | — | — | — | — | — | — | — | — | — | 77.5 | 44.9 | 12.1 | 99.8 | 77.3 | 3.5 | 58.1 | 83.9 | 68.6 | |
| STAVenue=CVPR’192026.05 | 80.4 | — | — | — | — | — | — | — | — | — | — | — | — | 6.7 | 49.6 | 11.5 | 98.6 | 43 | 24.8 | 45 | 53.4 | 48.8 | |
| DAMCVenue=TMM’212026.05 | 71.2 | — | — | — | — | — | — | — | — | — | — | — | — | 51.4 | 49.2 | 16.6 | 90 | 62.6 | 24.2 | 52.2 | 25.2 | 34 | |
| ANNAVenue=CVPR’232026.05 | 57.2 | — | — | — | — | — | — | — | — | — | — | — | — | 75.9 | 56.9 | 19.4 | 98.3 | 21.2 | 41.2 | 52.9 | 86.1 | 65.5 | |
| OSBPVenue=ECCV’182026.05 | 47.5 | — | — | — | — | — | — | — | — | — | — | — | — | 57.8 | 50.8 | 30.9 | 92.5 | 60.6 | 33.7 | 53.4 | 9.3 | 15.8 | |
| CTF2026.01 | — | 98.11 | 85.25 | 94.81 | 86.49 | 90.42 | 95.65 | 81.33 | 94.42 | 95.96 | 94.74 | 91.38 | 92.62 | — | — | — | — | — | — | — | — | — | |
| DCFSL2026.01 | — | 99.63 | 90.25 | 91.12 | 96.23 | 85.06 | 95.66 | 84.68 | 97.54 | 99.31 | 96.67 | 93.28 | 95.3 | — | — | — | — | — | — | — | — | — | |
| DEMAE2026.01 | — | 99.5 | 88.12 | 85.82 | 99.5 | 82.66 | 95.26 | 88.99 | 97.48 | 95.92 | 96.45 | 92.59 | 95 | — | — | — | — | — | — | — | — | — | |
| FDFSL2026.01 | — | 98.76 | 81.24 | 80.19 | 79.42 | 76.07 | 83.19 | 79.76 | 86.19 | 92.15 | 90.45 | 84.11 | 86.71 | — | — | — | — | — | — | — | — | — | |
| HyMuT2026.01 | — | 99.63 | 90.35 | 91.05 | 89.4 | 90.39 | 90.43 | 83.03 | 97.17 | 98.6 | 96.26 | 92.33 | 94.73 | — | — | — | — | — | — | — | — | — | |
| Ours2026.01 | — | 99.98 | 84.04 | 94.71 | 97.25 | 87.52 | 91.82 | 91.99 | 98.41 | 94 | 96.98 | 93.3 | 95.73 | — | — | — | — | — | — | — | — | — | |
| SSTN2026.01 | — | 95.76 | 67.3 | 94.17 | 63.61 | 91.26 | 97.18 | 90.95 | 97.27 | 96.29 | 93.8 | 88.26 | 91.33 | — | — | — | — | — | — | — | — | — |