Low-light Image Enhancement on LOL (SSIM, PSNR, LPIPS, NIQE, LOE, DE, EME) benchmark leaderboard · SOTA2 Research

Low-light Image Enhancement on LOL (SSIM, PSNR, LPIPS, NIQE, LOE, DE, EME)

91SSIMAIGS-Net

Evaluation Results

Method	Links
AIGS-Net2026.06		91	23.98	0.07	3.71	7.33	2.62	26.46
GLFS2026.06		88	23.09	0.13	3.71	5.44	2.71	27.15
URetinex-NET2026.06		87	22.08	0.09	3.6	34.33	2.27	5.95
UTV-NET2026.06		84	20.38	0.15	4.2	21.36	2.06	7.8
URetinex-NET2026.06		82	20.12	0.14	3.46	31.17	2.27	5.8
FMR-NET2026.06		82	19.16	0.18	3.97	29.02	2.42	4.63
FRR-NET2026.06		82	23.63	0.18	5.29	29.06	1.91	5.51
ChebyLighter2026.06		82	20.43	0.1	3.98	16.32	2.31	5.85
FMR-NET2026.06		81	19.74	0.21	3.98	42.28	2.46	4.59
UTV-NET2026.06		81	18.83	0.13	4.36	18.79	1.84	7.22
FRR-NET2026.06		77	22.26	0.22	5.53	29.68	2.04	5.79
PairLIE2026.06		76	20.36	0.21	4.07	73.44	1.95	5.96
ChebyLighter2026.06		74	17.77	0.17	3.73	56.38	2.28	5.88
EnlightenGAN2026.06		73	18.32	0.22	3.68	73.97	1.47	3.42
EFI-NET2026.06		73	16.74	0.16	4.12	32.06	1.61	8
ZeroDCE++2026.06		72	20.81	0.17	5.16	23.19	2.05	20.76
EnlightenGAN2026.06		72	17.04	0.21	3.68	74.79	1.03	2.54
ZeroDCE2026.06		71	19.36	0.16	5.05	25.43	1.93	21.03
NoiSER2026.06		70	15.72	0.39	3.94	47.5	2.05	3.04
EFI-NET2026.06		69	16.97	0.21	3.93	32.1	1.61	7.93
PairLIE2026.06		69	22.74	0.2	5.59	36.27	2.22	11.94
NoiSER2026.06		67	15.5	0.43	4.07	65.74	2.04	2.86
SCI2026.06		67	18.36	0.17	5.84	4.3	1.96	22.21
ZeroDCE++2026.06		66	18.83	0.24	5.3	23.41	2.08	23.31
ZeroDCE2026.06		65	17.69	0.23	5.3	25	1.94	23.43
SCI2026.06		62	17.73	0.23	5.53	5.75	1.92	24.65
LIME2026.06		61	17.18	0.26	5.23	93.73	1.94	23.9
ZeroIG2026.06		60	18.18	0.21	6	14.08	2.65	22.21
LIME2026.06		56	16.68	0.34	5.51	111.82	2.03	26.45
ZeroIG2026.06		54	16.16	0.3	5.97	16.33	2.59	24.63
RUAS2026.06		53	14.02	0.21	5.33	0.35	1.46	29.31
RUAS2026.06		51	15.59	0.26	5.36	0.3	1.36	29.32