Color Correction on Proposed dataset aligned Mirrorless sensors 1.0 (test) benchmark leaderboard · SOTA2 Research

Color Correction on Proposed dataset aligned Mirrorless sensors 1.0 (test)

1.6dE00 MeancmKAN-light

Evaluation Results

Method	Links
cmKAN-light2025.12		1.6	1.3	1.36	0.71	3.02	3.55	5.74	21.19	2.91	1.21	1.71	0.42	8.26	10.33	16.66	38.21
LPIENet2025.12		1.74	1.55	1.59	0.99	2.8	3.18	4.54	14.1	3.23	1.53	2.01	0.67	8.7	10.78	17.29	38.49
LPIENet-small2025.12		2.09	1.88	1.92	1.26	3.29	3.73	5.41	21.1	3.57	1.91	2.35	0.88	9.09	11.24	17.56	38.05
SpectralConvMean2025.12		3.17	2.73	2.83	1.33	5.77	6.56	10.5	23.4	4.24	2.7	3.05	0.87	10.27	13.03	18.47	40.77
SpectralFC42025.12		3.25	2.79	2.88	1.35	5.98	6.9	10.66	20.42	4.31	2.73	3.14	0.88	10.45	13.01	18.74	36.91
Squeezenet-FC42025.12		3.28	2.86	2.97	1.45	5.82	6.72	9.9	18.64	4.38	2.78	3.17	0.92	10.57	13.68	18.37	37.72
ConvMean2025.12		3.55	2.98	3.09	1.43	6.67	7.89	12.34	20.58	4.61	2.91	3.35	0.95	11.13	13.9	19.58	41.24
WP2025.12		5.08	4.23	4.57	1.89	9.62	11.09	14.6	22.6	5.93	4.47	4.9	1.43	12.73	15.64	20.78	38.99
QU2025.12		5.3	4.65	4.76	1.95	9.89	11.9	16.62	24.42	6.6	5.12	5.35	1.72	13.99	17.51	27.04	39.77
GE22025.12		5.49	5.05	5.04	1.99	9.99	12.17	14.82	25.03	6.35	5	5.29	1.49	13.66	16.58	22.37	56.92
GE12025.12		5.53	4.91	4.92	1.84	10.54	12.72	18.79	24.9	6.4	4.79	5.08	1.47	14.03	17.65	22.6	40.34
SoG2025.12		5.94	5.32	5.43	2.07	11.08	13.35	17.75	30.62	7.06	5.7	5.77	1.7	15.02	19.01	26.19	45.11
GGW2025.12		6.13	5.47	5.61	2.05	11.53	13.65	19.49	24.7	7.31	5.88	5.98	1.79	15.51	19.82	29.29	40.85
QU2025.12		6.37	5.73	5.79	2.31	11.7	13.9	18.84	26.52	7.88	5.88	6.36	2.03	17.04	21.42	29.43	41.75
GW2025.12		7.8	7.15	7.28	2.81	13.63	15.92	21.89	26.15	9.42	8.07	8.24	2.75	18.91	23.89	33.06	42.69