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Hyperspectral Image Classification on Pingan (test)

82.12Accuracy (Ship)

ConvVitMamba

Updated 1mo ago

Evaluation Results

Method	Links
ConvVitMamba 2026.04		82.12	85.64	75.2	79.11	93.88	73.35	79.48	49.4	83.38	76.35	72.35	62.31	79.38
3D-CNN 2026.04		81.57	83.31	73.54	76.04	89.62	75.33	75.84	48.2	81.2	72.03	71.54	59.47	80.62
HybridSN 2026.04		77.83	82.37	69.8	74.53	90.96	70.27	74.38	45.51	75.36	69.22	66.92	50.03	77.52
SimPoolFormer 2026.04		77.27	84.72	70.81	79.06	95.22	69.65	68.84	45.83	76.25	75.68	64.35	50.36	84.72
HybridKAN 2026.04		73.64	83.76	66.89	76.2	95.12	56.88	67.42	43.47	69.47	71.51	59.62	51.36	80.45
ViT 2026.04		71.72	82.51	67.7	74.51	94.58	76.35	59.95	44.51	61.05	73.78	71.28	48.35	75.37
WaveMamba 2026.04		70.36	83.84	66.88	76.33	94.42	63.96	68.67	42.77	65.4	71.24	62.58	47.66	81.7
2D-CNN 2026.04		68.17	84.39	67.52	77.14	94.59	59.42	68.96	43.21	69.47	75.43	64.26	48.6	83.07
MorphMamba 2026.04		67.69	84.06	64.59	76.59	94.93	50.27	62.2	44.46	67.79	75.55	69.41	31.2	82.46
MLP 2026.04		66.26	84.12	67.15	76.7	94.55	63.02	63.24	45.86	69.4	71.56	66.39	47.67	83.5
DiffFormer 2026.04		64.72	82.88	66.15	74.9	96.39	56.68	64.77	48.62	64.79	78.42	65.62	47.12	74.41
SVM 2026.04		48.56	84.26	56.94	76.45	96.73	59.07	50.32	41.94	42.34	63.67	61.36	13.97	91.49