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Landcover Classification on Salinas (test)

100Overall Accuracy (OA)

HybridSN

Updated 4d ago

Evaluation Results

Method	Links
HybridSN 2022.06		100	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	100	100
JigsawHSI 2022.06		100	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	100	100
FreeNet 2020.11		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
DFFN 2020.11		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-GAN 2020.11		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-CNN 2020.11		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-CNN 2020.11		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 Net 2016.12		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	-	-
PPF 2016.12		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	-	-
SVM 2016.12		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	-	-
ELM 2016.12		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	-	-
SVM 2020.11		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
MLP 2016.12		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	-	-
CNN 2016.12		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-NN 2016.12		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	-	-