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Hyperspectral Image Classification on Indian Pines to Houston Knowledge Transfer (test)

82.82Overall Accuracy (OA)

Ours (CKI)

Updated 4d ago

Evaluation Results

Method	Links
Ours (CKI) 2025.12		82.82	77.4	94.55	75.25	94.22	99.53	86.01	80.88	82.81	58.64	92.76	79.7	76.27	88.42	83	67.44	82.46	81.37	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
ONE 2025.12		81.73	76.92	96.9	74.06	97.25	98.86	81.12	83.02	76.07	79.23	51.74	86.15	68.78	85.96	91.09	86.05	82.21	80.18	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
ADGKT 2025.12		81.64	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	89	79.1	77.46	88.65	93.48	84.56	91.68	94.99	70.48	72.37	75.71	96.91	93.49	84.24	100	100	100	100
Adaptor 2025.12		80.53	69.99	95.39	75.64	95.74	98.11	69.23	77.71	85.28	86.87	62.93	79.32	67.72	72.63	73.68	65.33	78.37	78.84	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
FFL 2025.12		80.45	76.35	97.65	79.8	96.59	99.15	80.42	83.86	68.57	67.61	66.12	78.08	66.57	89.47	87.04	79.7	81.13	78.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
UAN 2025.12		79.85	71.89	95.21	64.75	96.12	100	77.62	83.77	78.44	64.78	66.51	80.83	68.2	84.21	88.07	71.88	79.49	78.15	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Baseline 2025.12		79.24	74.55	89.85	54.65	91.66	99.53	77.62	78.82	83.38	82.34	62.36	70.97	71.47	90.18	81.38	69.13	78.53	77.52	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Finetune 2025.12		77.87	73.03	92.01	80.79	88.73	99.81	65.03	72.2	87.27	78.94	55.5	78.56	58.5	84.56	88.26	54.55	77.18	75.98	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
MTL 2025.12		77.65	75.59	95.21	60.2	89.2	99.43	83.22	84.24	77.59	63.36	51.74	73.72	73.2	84.21	90.28	65.75	77.84	75.77	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
FFL 2025.12		73.45	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	85.17	70.17	58.53	83.29	95.11	82.77	79.34	94.08	61.33	60.26	74.65	98.77	93.17	81.52	100	100	100	100
Adaptor 2025.12		73.24	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	82.78	69.65	61.27	83.16	91.3	81.43	80.77	93.17	69.93	66.67	47.7	88.27	83.52	83.94	93.33	100	100	100
Finetune 2025.12		72.08	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	81.67	68.23	64.09	72.7	90.22	82.33	75.61	90.66	55.12	65.34	59.22	97.53	91.8	72.42	100	89.74	100	100
ONE 2025.12		71.78	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	84.08	68.28	62.21	83.93	93.48	78.3	85.08	92.71	66.56	56.99	68.44	95.68	81.03	78.48	100	100	100	100
MTL 2025.12		67.56	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	81.93	63.79	55.63	68.11	95.65	83.45	79.2	94.31	63.4	50.95	66.31	94.44	81.83	77.58	100	100	100	100
UAN 2025.12		63.49	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	79.43	59.41	48.77	65.69	89.13	78.97	66.86	94.08	66.56	41.52	71.45	91.98	83.04	77.58	97.78	97.44	100	100