Hyperspectral Image Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.59Overall Accuracy
120
Apr 30, 2026
100Overall Accuracy (OA)
103
Apr 28, 2026
99.9Overall Accuracy (OA)
100
May 1, 2026
96.63Overall Accuracy (OA)
69
May 14, 2026
99.52Overall Accuracy (OA)
46
Apr 30, 2026
99.95Overall Accuracy (OA)
44
Jun 4, 2026
100Overall Accuracy (OA)
37
Jun 4, 2026
96.7Overall Accuracy (OA)
32
Jun 2, 2026
99.85Average Accuracy
32
May 28, 2026
99.38Benign Accuracy
30
Mar 31, 2026
0.995Benign Accuracy
30
Mar 31, 2026
99.92Benign Accuracy
30
Mar 31, 2026
99.01Benign Accuracy
30
Mar 31, 2026
99.133Kappa Coefficient
29
Apr 3, 2026
99.37Overall Accuracy (OA)
28
May 15, 2026
99.98Overall Accuracy (OA)
25
Mar 24, 2026
99.75HRSS Accuracy
24
Apr 20, 2026
98.84Overall Accuracy (OA)
24
Jun 1, 2026
99.56Accuracy (Class 1)
23
Apr 28, 2026
0.848Overall Accuracy (OA)
23
Feb 26, 2026
99.99OA
23
Mar 4, 2026
98.76Overall Accuracy
21
Mar 26, 2026
83.37Accuracy (Healthy Grass)
19
Jun 2, 2026
80.2Overall Accuracy (OA)
15
May 1, 2026
82.82Overall Accuracy (OA)
15
Feb 26, 2026