Hyperspectral Image Classification on Pavia University Five labeled samples per class (test) benchmark leaderboard · SOTA2 Research

Hyperspectral Image Classification on Pavia University Five labeled samples per class (test)

98.79Class 1 AccuracyCFSL-KT

Evaluation Results

Method	Links
CFSL-KT2026.01		98.79	86.36	86.71	93.95	99.25	96.92	99.92	73.78	94.42	89.92	92.22	87.03
MIFOMO2026.01		96.33	99.33	98.81	95.96	98.59	97.75	99.67	98.58	97.7	97.76	98.08	97.07
GLGAT-CFSL2026.01		95.85	96.95	85.09	91.92	98.8	92.57	92.28	90.95	98.98	88.17	91.71	88.35
DA-CFSL2026.01		92.95	87.13	83.71	88.78	99.6	84.44	97.65	90.47	96.44	88.88	91.24	85.57
MGPDO2026.01		92.09	92.5	89.85	96.14	99.46	98.71	98.91	90.75	99.61	91.08	94.66	88.5
SSRN2026.01		91.21	93.94	55.3	95.21	99.32	45.06	77.42	73.58	95.44	76.78	80.08	69.32
CASCL2026.01		89.5	86.44	75.64	93.34	99.48	85.21	91.18	86.43	99.52	89.75	91.32	85.52
CDLA2026.01		88.48	84.38	80.92	90.89	98.84	86.37	97.77	88.9	97.27	87.09	90.42	83.4
Gia-CFSL2026.01		88.12	85.95	66.44	92.78	99.18	75.03	74.58	72.42	94.67	83.6	83.21	78.67
ADAFSL2026.01		87.81	86.92	59.96	88.58	99.36	78.47	86.2	82.26	99.92	85.12	85.5	80.59
RPCL-FSL2026.01		87.57	87.53	67.62	94.44	99.02	59.45	85.88	86.89	99.36	86.44	85.86	82.05
FDFSL2026.01		86.07	83.09	65.16	89.29	99.4	75.11	88.66	85.19	78.34	83.31	85.19	78.34
SPRN2026.01		82.63	86.85	58.88	96.13	99.03	75.97	78.64	67.61	96.81	79.52	82.29	73.64
MCNN2026.01		81.23	86.31	57.62	94.23	99.13	72.82	77.41	69.63	95.57	77.23	80.89	70.25
DCFSL2026.01		80.37	85.49	63.74	94.27	99.51	76.3	79.42	59.94	98.67	81.52	81.97	76.1