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Hyperspectral Image Classification on Salinas (test)

99.98Overall Accuracy (OA)

SSRN

Updated 25d ago

Evaluation Results

Method
SSRN 2026.01	99.98	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	99.97	99.97	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SDHSI-Net 2026.01	99.98	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	99.97	99.98	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SDHSI-Net 2026.01	99.96	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	99.97	99.96	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
HybridSN 2026.01	99.95	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	99.97	99.95	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SDHSI-Net 2026.01	99.79	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	99.84	99.77	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Ours 2026.01	98.85	100	99.52	99.95	94.83	99.96	99.77	99.86	99.17	100	96.55	99.91	99.64	99.89	99.53	96.12	99.22	98.99	98.72	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
2D-CNN 2026.01	97.38	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	98.84	97.08	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
GSC-VIT 2026.01	97.15	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	97.99	96.88	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DSSPL 2026.01	96.75	100	100	100	97.14	95.64	99.81	98.84	95.86	99.85	95.46	95.83	100	90.28	96.21	97.97	100	96.47	96.38	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
TBHKR 2026.03	96.66	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	96.39	98.22	99.9	99.52	98.4	99.8	98.3	98.6	99.76	98.66	94.04	99.98	96.96	82.12	86.82	99.92
STSE-DWLR 2026.01	96.3	100	100	100	89.11	99.42	98.87	85.17	95.17	100	88.83	93.26	100	91.52	96	97.83	100	95.95	95.89	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
FSS 2026.01	95.49	93.7	96.79	100	96.25	98.14	96.55	94.39	90.93	91.62	94.39	95.16	100	97.8	94.88	93.13	95.14	95.56	94.98	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
M3D-CNN 2026.01	94.79	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	96.25	94.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
GFHF 2026.01	94.73	99.85	98.88	99.58	97.53	95.85	99.42	99.71	90.48	99.91	73.22	95.62	100	97.71	94.07	92.66	97.92	95.9	94.14	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SGL 2026.01	94.69	99.05	97.86	96.13	97.99	96.77	99.48	99.6	88.36	98.02	79.39	93.55	100	97.81	91.49	96.7	99.04	95.7	94.11	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
3D-CNN 2026.01	93.96	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	97.01	93.32	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PL 2026.01	93.47	99.85	96.06	100	97.99	95.99	99.42	99.61	85.92	94.95	77.29	95.22	94.85	97.96	90.62	96.03	99.56	95.08	92.76	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DCPRN 2026.03	78.46	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	77.58	52.36	97.3	78.15	80.9	74.7	76.08	65.55	94.06	82.61	77.17	93.46	67.54	85.46	84.61	85.58
PASS 2026.03	63.35	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	60.31	81.45	66.02	5.23	77.43	33.84	3.79	61.52	28.46	82.94	88.28	97.42	82.17	85.91	86.99	98.61
iCaRL 2026.03	56.69	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	53.62	33.14	57.33	42.08	20.01	26.75	24.64	47.73	84.81	94.4	85.55	98.32	61.38	93.73	84.81	86.25
FOSTER 2026.03	54.06	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	50.52	81.03	77.58	31.63	28.38	26.59	33.07	30.38	83.88	79.07	42.94	92.86	55.77	32.24	54.2	97.56
CNN-PPF 2026.01	39.43	75.1	57.08	26.13	11.48	38.69	78.05	39.83	29.16	77.7	17.5	28.26	25.34	62.32	51.14	3.34	35.82	41.06	34.99	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
LWF 2026.03	34.18	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	29.02	37.3	72.3	1.92	41.63	84.09	41.98	64.66	22.02	9.37	15.37	1.29	11.5	2.92	11.99	1.7
EWC 2026.03	28.08	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	23.11	31.75	44.23	4.03	7.67	18.97	15.65	10.85	10.73	66.27	28.97	40.11	49.03	15.38	23.72	15.84
End2End 2026.03	13.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	6.37	9.93	8.77	12.02	2.7	9.01	3.32	15.76	15.22	33.55	1.5	3.49	18.94	4.68	3.63	20.56