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Hyperspectral Image Classification on Salinas (SA)

99.95Overall Accuracy (OA)

DSXFormer

Updated 4d ago

Evaluation Results

Method	Links
DSXFormer 2026.02		99.95	99.93	99.95	100	100	100	99.9	99.63	100	99.76	100	100	100	99.73	99.93	100	100	99.96	100
SwinT 2026.02		99.88	99.83	99.87	100	100	100	98.78	99.95	99.64	100	99.95	100	100	99.73	100	100	98.94	99.88	100
PyFormer 2026.02		99.75	99.68	99.72	100	99.93	99.87	98.21	99.39	99.97	100	99.61	100	99.85	99.77	99.55	99.59	100	99.66	100
PMCN 2026.02		99.61	99.59	99.57	99.82	99.75	100	98.22	99.29	99.79	99.97	99.49	99.96	99.86	99.67	99.57	99.87	99.89	99.11	99.93
WaveFormer 2026.02		99.4	99.29	99.33	99.72	99.91	99.72	97.4	98.4	99.94	99.97	99.08	99.95	99.8	99.9	99.83	98.57	99.9	98.77	99.63
VIT 2026.02		93.52	94.48	92.78	99.93	99.69	99.78	85.35	88.67	99.78	100	86.85	100	99.49	99.03	91.49	88.45	82.56	86.57	100
NL-GCNN 2026.02		92.28	96.39	89.64	99.69	99.21	99.79	98.29	99.28	99.8	99.04	79.11	97.74	95.01	94.6	100	98.96	99.41	84.26	98.01
FADCNN 2026.02		90.58	94.56	90.25	88.26	98.04	98.04	97.13	99.13	99.1	99.21	75.72	100	79	95.3	98.34	95.12	98.86	99.23	83.53
GCNN 2026.02		90.37	94.34	89.28	99.59	98.07	91.95	97.84	98.06	99	99.29	82.25	97.11	91.6	90.77	100	98.96	97.35	70.44	97.1
2D CNN 2026.02		90.25	93.69	89.18	71.57	99.86	88.89	98.14	98.17	100	97	70.79	99.45	96.19	96.37	100	100	98.33	91.22	93
CCF-200 2026.02		89.72	95.43	88.58	99.49	99.95	99.43	99.33	98.82	99.8	99.66	67.56	99.19	93.8	95.87	99.95	98.15	96.86	80.77	98.18
SVM-RBF 2026.02		88.82	94.67	87.57	98.98	99.67	98.7	97.77	98.33	99.72	99.46	70.37	98.59	93.74	94.7	99.89	97.81	97.35	71.53	98.18