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Hyperspectral Image Classification on Salinas (test)

99.97Average Accuracy (AA)

SSRN

Updated 4d ago

Evaluation Results

Method	Links
SSRN 2026.01		99.97	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	99.98	99.97
HybridSN 2026.01		99.97	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	99.95	99.95
SDHSI-Net 2026.01		99.97	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	99.98	99.98
SDHSI-Net 2026.01		99.97	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	99.96	99.96
SDHSI-Net 2026.01		99.84	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	99.79	99.77
Ours 2026.01		98.99	100	99.52	99.95	94.83	99.96	99.77	99.86	99.17	100	96.55	99.91	99.64	99.89	99.53	96.12	99.22	98.85	98.72
2D-CNN 2026.01		98.84	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	97.38	97.08
GSC-VIT 2026.01		97.99	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	97.15	96.88
3D-CNN 2026.01		97.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	93.96	93.32
DSSPL 2026.01		96.47	100	100	100	97.14	95.64	99.81	98.84	95.86	99.85	95.46	95.83	100	90.28	96.21	97.97	100	96.75	96.38
M3D-CNN 2026.01		96.25	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	94.79	94.2
STSE-DWLR 2026.01		95.95	100	100	100	89.11	99.42	98.87	85.17	95.17	100	88.83	93.26	100	91.52	96	97.83	100	96.3	95.89
GFHF 2026.01		95.9	99.85	98.88	99.58	97.53	95.85	99.42	99.71	90.48	99.91	73.22	95.62	100	97.71	94.07	92.66	97.92	94.73	94.14
SGL 2026.01		95.7	99.05	97.86	96.13	97.99	96.77	99.48	99.6	88.36	98.02	79.39	93.55	100	97.81	91.49	96.7	99.04	94.69	94.11
FSS 2026.01		95.56	93.7	96.79	100	96.25	98.14	96.55	94.39	90.93	91.62	94.39	95.16	100	97.8	94.88	93.13	95.14	95.49	94.98
PL 2026.01		95.08	99.85	96.06	100	97.99	95.99	99.42	99.61	85.92	94.95	77.29	95.22	94.85	97.96	90.62	96.03	99.56	93.47	92.76
CNN-PPF 2026.01		41.06	75.1	57.08	26.13	11.48	38.69	78.05	39.83	29.16	77.7	17.5	28.26	25.34	62.32	51.14	3.34	35.82	39.43	34.99