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ResearchFormerly WizWand

Landcover Classification on Salinas (test)

100Overall Accuracy (OA)HybridSN

Evaluation results

Method	Links
HybridSN2022.06		100	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	100	100
JigsawHSI2022.06		100	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	100	100
FreeNet2020.11		99.92	100	100	100	99.92	99.11	100	100	99.94	100	99.77	100	100	100	100	99.99	99.88	99.91	0.9991
DFFN2020.11		99.71	99.99	99.94	100	100	99.11	99.95	99.43	99.56	100	99.79	99.48	99.84	99.96	99.95	99.45	99.96	99.78	0.9967
3D-GAN2020.11		98.22	75.35	98.49	100	99.76	100	99.97	99.45	98.3	99.95	99.79	100	100	100	100	99.52	90.25	97.75	0.9793
Gabor-CNN2020.11		97.63	100	88.06	99.25	100	98.88	100	98.94	99.48	97.27	99.21	100	100	100	99.79	94.31	93.38	98.04	0.9734
S-CNN2020.11		97.62	100	97.75	98.88	100	99.93	89.48	99.3	98.69	99.34	100	99.93	99.89	88.62	88.72	90.62	99.96	96.94	0.951
BASS Net2016.12		95.36	100	99.97	100	99.66	99.59	100	99.91	90.11	99.73	97.46	99.08	100	99.44	100	83.94	99.38	—	—
PPF2016.12		94.8	100	99.88	99.6	99.49	98.34	99.97	100	88.68	98.33	98.6	99.54	100	99.44	98.96	83.53	99.31	—	—
SVM2016.12		93.15	99.55	99.92	99.44	99.86	98.02	99.7	99.69	84.85	99.58	96.49	98.78	100	99.13	98.97	76.38	99.56	—	—
ELM2016.12		92.42	99.75	99.87	99.6	99.64	98.81	99.67	99.66	84.04	99.89	95.03	96.82	100	98.25	97.94	72.96	99.06	—	—
SVM2020.11		90.92	99.61	99.69	99.56	99.41	98.72	99.77	99.52	76.74	99.37	95.13	99.32	99.7	99.15	98.38	75.56	99.23	96.18	0.8985
MLP2016.12		90.78	99.67	99.77	98.37	99.75	98.83	99.68	99.29	75.96	99.27	96.07	97.93	100	99.58	98.96	75.93	98.51	—	—
CNN2016.12		89.28	97.34	99.29	96.51	99.66	96.97	99.6	99.49	72.25	97.53	91.29	97.58	100	99.02	95.05	76.83	98.94	—	—
k-NN2016.12		86.29	98.71	99.65	99.09	99.78	95.28	99.49	99.55	63.53	95.94	91.98	98.41	99.84	98.69	97.38	65.66	99	—	—