Hyperspectral Image Classification on Qingpu-HSI (test) benchmark leaderboard · SOTA2 Research

Hyperspectral Image Classification on Qingpu-HSI (test)

84.28Class 1 AccSpecAware

Evaluation Results

Method	Links
SpecAware2025.10		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
SpectralEarth2025.10		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
PatchOut2025.10		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
HyperSIGMA2025.10		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
UNetFormer2025.10		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
UM2Former2025.10		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
ABCNet2025.10		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
FreeNet2025.10		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