Hyperspectral Image Classification on Salinas 0.5% (train) benchmark leaderboard · SOTA2 Research

Hyperspectral Image Classification on Salinas 0.5% (train)

100Performance Score 1MASSFormer

Evaluation Results

Method	Links
MASSFormer2026.04		100	100	100	96.87	100	98.95	99.89	97.9	100	99.76	99.7	99.92	88.34	93.62	91.59	99.99	97.92	97.91	97.68
SS-Mamba2026.04		100	100	99.94	99.83	98.25	99.99	99.97	90.58	100	99.49	99.72	100	99.92	99.88	95.01	99.8	97.21	98.9	96.9
SSFTT2026.04		99.97	99.88	100	99.24	98.54	99.85	99.53	93.31	99.55	98.54	100	99.29	96.31	96.82	89.82	99.47	96.78	98.13	96.41
2D-CNN2026.04		99.88	96.3	89.73	88.31	97.88	73.46	89.63	80.96	70.98	84.65	90.96	91.46	85.65	73.71	87.52	96.16	85.32	87.4	83.97
HybridSN2026.04		99.62	99.99	98.75	81.12	98.62	98.96	98.26	95.81	100	98.87	87.69	98	85.18	95.04	94.8	97.79	96.82	95.53	96.46
SCT-Net2026.04		99.1	100	100	99.93	99.1	99.47	98.99	98.22	100	98.28	98.4	100	92.65	99.06	96.74	98.39	98.67	98.64	98.52
3D-CNN2026.04		96.13	99.69	88.35	97.31	94.65	99.69	99.41	75.61	95.96	89.81	62.87	99.06	99.65	96.22	69.73	74.48	87.09	89.91	85.64
SpectralFormer2026.04		93.14	98.75	93.57	90.39	81.2	99.9	98.69	80.56	94.67	88.43	75.72	97.37	96.48	92.71	77.63	74.77	88.17	89.62	86.85
SVM2026.04		48.48	61.53	78.39	61.54	94.04	87.76	86.21	91.12	98.33	61.52	67	59.61	96.45	88.61	68.4	98.72	73.26	67.15	69.16