Hyperspectral Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
98.79Class 1 Accuracy
15
Feb 26, 2026
98.27Overall Accuracy (OA)
14
Apr 14, 2026
82.53Overall Accuracy (OA)
14
Apr 14, 2026
98.59Overall Accuracy
14
Apr 14, 2026
98.25Overall Accuracy (OA)
14
Apr 14, 2026
99.64Overall Accuracy (OA)
14
Mar 4, 2026
96.57OA
14
Feb 26, 2026
99.92Overall Accuracy
13
Apr 28, 2026
82.12Accuracy (Ship)
12
Apr 23, 2026
100Class 1 Accuracy
10
Apr 30, 2026
99.16Class 1 Accuracy
10
Apr 30, 2026
99.15Average Accuracy (AA)
9
May 1, 2026
100Performance Score 1
9
Apr 28, 2026
99.56Per-Class Accuracy 1
9
Apr 28, 2026
97.72OA
9
Apr 28, 2026
99.12Accuracy (Reeds)
8
Mar 24, 2026
60.7Overall Accuracy (OA)
8
Mar 18, 2026
83.03Overall Accuracy
8
Mar 18, 2026
78.6Overall Accuracy (OA)
8
Mar 18, 2026
99.801Class 1 Accuracy
8
Mar 18, 2026
84.28Class 1 Acc
8
Feb 26, 2026
98.6Tree Accuracy
8
May 6, 2026
86.61Overall Accuracy
8
Feb 26, 2026
99.44Overall Accuracy
7
May 14, 2026
68.21Accuracy (Alfalfa)
7
Feb 26, 2026