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Hyperspectral Image Classification on Qingpu-HSI (test)

84.28Class 1 Acc

SpecAware

Updated 4d ago

Evaluation Results

Method	Links
SpecAware 2025.10		84.28	93.54	93.3	98.11	93.34	97.68	95.59	98.23	96.61	76.89	96.5	30.87	91.25	85.32	57.46	30.93	85.97	65.97	74.8	17.96	96.68	78.23	95.23	59.57
SpectralEarth 2025.10		82.33	91.91	94.49	95.53	95.41	96.99	97.75	98.3	90.32	74.32	97.72	27.53	92.28	86.15	44.95	33.36	95.24	50.72	73.82	39.45	96.25	77.93	94.62	57.96
PatchOut 2025.10		75.13	91.01	94.11	96.59	89.2	97.22	92.5	98.33	83.61	65.83	100	27.22	81.27	95.43	41.84	28.2	49.2	63.31	67.6	38.37	95.12	73.8	93	51.19
HyperSIGMA 2025.10		71.75	91.8	82.44	95.82	91.51	94.69	86.12	98.94	93.94	63.9	98.04	19.08	76.9	78.61	41.41	9.43	79.36	43.33	70.73	67.06	94.86	72.74	92.63	51.33
UNetFormer 2025.10		71.35	94.86	91.81	92.05	94.11	96.5	87.42	98.36	85	60.92	99.95	20.43	73.7	99	47.6	67.77	85.84	53.2	55.87	35.4	94.58	75.56	92.24	47.9
UM2Former 2025.10		70.9	89.81	94.99	92.84	91.61	89.46	85.06	98.02	79.8	60.54	99.95	18.71	77.72	80.62	47.4	2.34	45.92	31.29	43.83	4.35	91.9	65.26	88.45	42.03
ABCNet 2025.10		70.42	85.92	81.99	95.17	90.7	93.02	87.35	98.33	83	62.87	100	27.51	44.88	95.86	64.33	14.03	81.03	48.91	19.33	67.54	92.86	70.61	89.8	43.28
FreeNet 2025.10		61.22	93.72	89.3	92.84	92.44	88.43	82.84	98.68	90.95	60.63	99.26	17.09	79.09	69.25	39.25	5.25	69.19	44.03	52.72	4.74	92.49	66.55	89.28	43.89