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

98.79Class 1 Accuracy

CFSL-KT

Updated 4d ago

Evaluation Results

Method	Links
CFSL-KT 2026.01		98.79	86.36	86.71	93.95	99.25	96.92	99.92	73.78	94.42	89.92	92.22	87.03
MIFOMO 2026.01		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-CFSL 2026.01		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-CFSL 2026.01		92.95	87.13	83.71	88.78	99.6	84.44	97.65	90.47	96.44	88.88	91.24	85.57
MGPDO 2026.01		92.09	92.5	89.85	96.14	99.46	98.71	98.91	90.75	99.61	91.08	94.66	88.5
SSRN 2026.01		91.21	93.94	55.3	95.21	99.32	45.06	77.42	73.58	95.44	76.78	80.08	69.32
CASCL 2026.01		89.5	86.44	75.64	93.34	99.48	85.21	91.18	86.43	99.52	89.75	91.32	85.52
CDLA 2026.01		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-CFSL 2026.01		88.12	85.95	66.44	92.78	99.18	75.03	74.58	72.42	94.67	83.6	83.21	78.67
ADAFSL 2026.01		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-FSL 2026.01		87.57	87.53	67.62	94.44	99.02	59.45	85.88	86.89	99.36	86.44	85.86	82.05
FDFSL 2026.01		86.07	83.09	65.16	89.29	99.4	75.11	88.66	85.19	78.34	83.31	85.19	78.34
SPRN 2026.01		82.63	86.85	58.88	96.13	99.03	75.97	78.64	67.61	96.81	79.52	82.29	73.64
MCNN 2026.01		81.23	86.31	57.62	94.23	99.13	72.82	77.41	69.63	95.57	77.23	80.89	70.25
DCFSL 2026.01		80.37	85.49	63.74	94.27	99.51	76.3	79.42	59.94	98.67	81.52	81.97	76.1