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Low-light Image Enhancement on LOL v1

27.23PSNR

LYT-Net

Updated 14d ago

Evaluation Results

Method
LYT-Net 2024.01	27.23	0.853
Retinexformer 2024.01	27.14	0.85
SNR-Net 2024.01	26.72	0.851
Restormer 2024.01	26.68	0.853
KAN-T 2024.01	26.66	0.854
MIRNet 2024.01	26.52	0.856
DepthLux 2024.01	26.06	0.793
ExpoMamba 2024.01	25.77	0.86
UnfoldLDM 2025.11	25.58	0.912
Reti-Diff 2025.11	25.35	0.866
CLE-RWKV 2026.03	25.25	0.867
Retinexformer 2023.03	25.16	0.845
Retinexformer 2024.06	25.16	0.845
Retinexformer 2026.03	25.16	0.845
Retinexformer 2026.05	25.16	0.845
IG-Diff 2026.05	25.07	0.921
M2Retinexformer 2026.05	24.89	0.859
DPEC 2024.06	24.8	0.855
InterLight 2026.05	24.78	0.862
SNR-Net 2023.03	24.61	0.842
SNR-Net 2024.06	24.61	0.842
SNR-Net 2026.03	24.61	0.842
SNR-Net 2026.05	24.61	0.842
SNR 2026.05	24.61	0.842
SNR-Aware 2026.05	24.61	0.842
URWKV 2026.03	24.22	0.855
ABAIR (OH) 2024.11	24.2	0.865
ABAIR (SW) 2024.11	24.19	0.865
MIRNet 2023.03	24.14	0.83
MIRNet 2024.06	24.14	0.83
MIRNet 2026.05	24.14	0.83
MIR-Net 2026.05	24.14	0.83
RetinexMamba 2024.06	24.03	0.827
RetinexMamba 2026.03	24.03	0.827
RetinexMamba 2026.05	24.03	0.827
WeatherDiff 2026.05	24.03	0.918
DFPIR 2026.05	23.82	0.843
DFC-IR 2026.05	23.82	0.863
CIDNet 2026.03	23.81	0.857
CIDNet 2026.05	23.81	0.857
LLFormer 2026.05	23.65	0.816
LightenDiff 2026.05	23.62	0.829
Retinexformer 2026.05	23.61	0.836
CWNet 2026.05	23.6	0.85
PairLIE 2026.05	23.53	0.755
RAM 2024.07	23.5	0.845
CIDNet 2025.11	23.5	0.9
MAXIM 2022.05	23.43	0.863
IAT 2022.05	23.38	0.809
MambaLLIE 2026.03	23.36	0.828
DA-RCOT 2026.05	23.25	0.836
GSAD 2025.11	23.23	0.852
KinD 2026.05	23.02	0.843
InstructIR 2024.07	23	0.836
AdaIR 2024.11	23	0.845
InstructIR 2026.01	23	0.836
AdaIR 2026.01	23	0.845
InstructIR 2026.05	23	0.836
AdaIR 2026.05	23	0.845
MoCE-IR 2026.05	23	0.852
Bread 2026.05	22.92	0.836
Perceive-IR 2024.07	22.88	0.833
ClearAIR 2026.01	22.83	0.846
Perceive-IR 2026.01	22.81	0.833
PromptIR 2024.07	22.68	0.832
PromptIR 2026.01	22.68	0.832
PromptIR 2026.05	22.68	0.832
RCT 2022.05	22.67	0.788
Gridformer 2026.01	22.59	0.831
Gridformer 2026.05	22.59	0.831
MambaIR 2024.07	22.49	0.832
MambaIR 2026.05	22.49	0.832
Restormer 2023.03	22.43	0.823
Restormer 2024.06	22.43	0.823
Restormer 2026.05	22.43	0.823
LYT-Net 2024.01	22.38	0.826
DaAIR 2024.05	22.38	0.825
VLU-Net 2026.01	22.29	0.833
VLU-Net 2026.05	22.29	0.833
MambaIR 2025.11	22.23	0.863
Diff-Retinex 2025.11	21.98	0.852
DA-CLIP 2024.11	21.94	0.817
ZeroDCE 2026.05	21.88	0.64
DGUNet 2024.05	21.87	0.823
DGUNet 2024.07	21.87	0.823
DGUNet 2026.05	21.87	0.823
CUE 2025.11	21.86	0.841
PromptIR 2024.11	21.8	0.815
Restormer 2024.11	21.74	0.815
LPNet 2026.05	21.46	0.802
Uformer 2024.11	21.4	0.808
3DLUT 2024.01	21.35	0.585
IDR 2024.05	21.34	0.826
IDR 2024.07	21.34	0.826
IDR 2024.11	21.34	0.826
IDR 2026.01	21.34	0.826
Transweather 2024.05	21.21	0.792
Transweather 2024.07	21.21	0.792
AST 2025.11	21.09	0.858
DiffUIR 2024.11	20.92	0.789

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