Hyperspectral Image Classification on Houston Dataset benchmark leaderboard · SOTA2 Research

Hyperspectral Image Classification on Houston Dataset

99.12Accuracy (Reeds)OURS

Evaluation Results

Method	Links
OURS2026.03		99.12	99.7	98.48	99.94	98.3	96.8	99.6	99.52	98.14	98	100	98.64	96.56	95.9	98.47	98.34
PASS2026.03		94.87	6.21	83.69	72.92	42.32	98.81	12.08	78.73	80	54.57	99.31	92.5	82.21	93.88	76.22	74.19
DCPRN2026.03		82.61	77.17	93.46	67.54	85.46	84.61	85.58	52.36	97.3	78.15	80.9	74.7	76.08	65.55	78.46	77.58
LWF2026.03		75.28	41.34	18.95	12.26	0.81	3.47	17.1	11.8	10.84	29.78	19.18	2.9	7.37	13.16	21.52	14.99
FOSTER2026.03		46.99	78.13	67.77	83.54	91.16	75.04	51.29	66.69	92.09	40.6	51.51	83.39	96.24	61.94	69.54	67.03
iCaRL2026.03		46.19	31.9	71.66	41.64	97.9	99.54	96.29	93.23	98.6	59.2	91.89	99.6	98.07	81.44	78.28	76.32
EWC2026.03		33.74	24.08	22.09	31.93	80.16	87.5	19.94	28.93	11.26	31.46	28.52	17.64	35.98	29.76	43.74	39.18
End2End2026.03		6.13	4.51	0.16	2.44	1.58	34.7	8.64	25.74	40.47	3.2	1.62	2.81	3.83	1.87	11.27	5.69