task_path
stringlengths
3
199
dataset
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1
128
model_name
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9.22k
Image Enhancement
SICE-Mix
CIDNet
https://arxiv.org/abs/2402.05809v3
LPIPS
0.362
Image Enhancement
SICE-Grad
CIDNet
https://arxiv.org/abs/2402.05809v3
Average PSNR
13.446
Image Enhancement
SICE-Grad
CIDNet
https://arxiv.org/abs/2402.05809v3
SSIM
0.648
Image Enhancement
SICE-Grad
CIDNet
https://arxiv.org/abs/2402.05809v3
LPIPS
0.318
Image Enhancement > Low-Light Image Enhancement
LOL
CFWD
https://arxiv.org/abs/2401.03788v2
Average PSNR
29.185
Image Enhancement > Low-Light Image Enhancement
LOL
CFWD
https://arxiv.org/abs/2401.03788v2
SSIM
0.872
Image Enhancement > Low-Light Image Enhancement
LOL
BEM_
https://openreview.net/forum?id=jJJOoLVAEm
Average PSNR
28.80
Image Enhancement > Low-Light Image Enhancement
LOL
BEM_
https://openreview.net/forum?id=jJJOoLVAEm
SSIM
0.884
Image Enhancement > Low-Light Image Enhancement
LOL
BEM_
https://openreview.net/forum?id=jJJOoLVAEm
LPIPS
0.069
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet
https://arxiv.org/abs/2402.05809v3
Average PSNR
28.141
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet
https://arxiv.org/abs/2402.05809v3
SSIM
0.889
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet
https://arxiv.org/abs/2402.05809v3
LPIPS
0.079
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet
https://arxiv.org/abs/2402.05809v3
FLOPS (G)
7.57
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet
https://arxiv.org/abs/2402.05809v3
Params (M)
1.88
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet
https://arxiv.org/abs/2402.05809v3
SSIM (sRGB)
0.889
Image Enhancement > Low-Light Image Enhancement
LOL
GlobalDiff
https://arxiv.org/abs/2310.17577v2
Average PSNR
27.83
Image Enhancement > Low-Light Image Enhancement
LOL
GlobalDiff
https://arxiv.org/abs/2310.17577v2
SSIM
0.877
Image Enhancement > Low-Light Image Enhancement
LOL
GlobalDiff
https://arxiv.org/abs/2310.17577v2
LPIPS
0.091
Image Enhancement > Low-Light Image Enhancement
LOL
GLARE
https://arxiv.org/abs/2407.12431v1
Average PSNR
27.35
Image Enhancement > Low-Light Image Enhancement
LOL
GLARE
https://arxiv.org/abs/2407.12431v1
SSIM
0.883
Image Enhancement > Low-Light Image Enhancement
LOL
GLARE
https://arxiv.org/abs/2407.12431v1
LPIPS
0.083
Image Enhancement > Low-Light Image Enhancement
LOL
GLARE
https://arxiv.org/abs/2407.12431v1
SSIM (sRGB)
0.883
Image Enhancement > Low-Light Image Enhancement
LOL
LYT-Net
https://arxiv.org/abs/2401.15204v6
Average PSNR
27.23
Image Enhancement > Low-Light Image Enhancement
LOL
LYT-Net
https://arxiv.org/abs/2401.15204v6
SSIM
0.853
Image Enhancement > Low-Light Image Enhancement
LOL
LYT-Net
https://arxiv.org/abs/2401.15204v6
LPIPS
0.071
Image Enhancement > Low-Light Image Enhancement
LOL
LYT-Net
https://arxiv.org/abs/2401.15204v6
FLOPS (G)
3.49
Image Enhancement > Low-Light Image Enhancement
LOL
LYT-Net
https://arxiv.org/abs/2401.15204v6
Params (M)
0.045
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-B_
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
Average PSNR
27.22
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-B_
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
SSIM
0.873
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-B_
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
LPIPS
0.083
Image Enhancement > Low-Light Image Enhancement
LOL
KAN-T
https://ieeexplore.ieee.org/abstract/document/10797300
Average PSNR
27.18
Image Enhancement > Low-Light Image Enhancement
LOL
KAN-T
https://ieeexplore.ieee.org/abstract/document/10797300
SSIM
0.864
Image Enhancement > Low-Light Image Enhancement
LOL
KAN-T
https://ieeexplore.ieee.org/abstract/document/10797300
Params (M)
2.80
Image Enhancement > Low-Light Image Enhancement
LOL
Retinexformer_
https://arxiv.org/abs/2303.06705v3
Average PSNR
27.18
Image Enhancement > Low-Light Image Enhancement
LOL
Retinexformer_
https://arxiv.org/abs/2303.06705v3
SSIM
0.850
Image Enhancement > Low-Light Image Enhancement
LOL
Retinexformer_
https://arxiv.org/abs/2303.06705v3
FLOPS (G)
15.57
Image Enhancement > Low-Light Image Enhancement
LOL
Retinexformer_
https://arxiv.org/abs/2303.06705v3
Params (M)
1.61
Image Enhancement > Low-Light Image Enhancement
LOL
PyDiff
https://arxiv.org/abs/2305.10028v1
Average PSNR
27.09
Image Enhancement > Low-Light Image Enhancement
LOL
PyDiff
https://arxiv.org/abs/2305.10028v1
SSIM
0.93
Image Enhancement > Low-Light Image Enhancement
LOL
PyDiff
https://arxiv.org/abs/2305.10028v1
LPIPS
0.10
Image Enhancement > Low-Light Image Enhancement
LOL
DPEC_
https://arxiv.org/abs/2407.09553v4
Average PSNR
27.01
Image Enhancement > Low-Light Image Enhancement
LOL
DPEC_
https://arxiv.org/abs/2407.09553v4
SSIM
0.872
Image Enhancement > Low-Light Image Enhancement
LOL
BEM
https://openreview.net/forum?id=jJJOoLVAEm
Average PSNR
26.83
Image Enhancement > Low-Light Image Enhancement
LOL
BEM
https://openreview.net/forum?id=jJJOoLVAEm
SSIM
0.877
Image Enhancement > Low-Light Image Enhancement
LOL
BEM
https://openreview.net/forum?id=jJJOoLVAEm
LPIPS
0.072
Image Enhancement > Low-Light Image Enhancement
LOL
DiffLL
https://arxiv.org/abs/2306.00306v3
Average PSNR
26.336
Image Enhancement > Low-Light Image Enhancement
LOL
DiffLL
https://arxiv.org/abs/2306.00306v3
SSIM
0.845
Image Enhancement > Low-Light Image Enhancement
LOL
ExpoMamba
https://arxiv.org/abs/2408.09650v1
Average PSNR
25.770
Image Enhancement > Low-Light Image Enhancement
LOL
ExpoMamba
https://arxiv.org/abs/2408.09650v1
SSIM
0.860
Image Enhancement > Low-Light Image Enhancement
LOL
ExpoMamba
https://arxiv.org/abs/2408.09650v1
LPIPS
0.212
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-B
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
Average PSNR
25.44
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-B
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
SSIM
0.864
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-B
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
LPIPS
0.09
Image Enhancement > Low-Light Image Enhancement
LOL
EMNet
https://doi.org/10.1109/TMM.2023.3293736
Average PSNR
25.37
Image Enhancement > Low-Light Image Enhancement
LOL
EMNet
https://doi.org/10.1109/TMM.2023.3293736
SSIM
0.8686
Image Enhancement > Low-Light Image Enhancement
LOL
EMNet
https://doi.org/10.1109/TMM.2023.3293736
LPIPS
0.086
Image Enhancement > Low-Light Image Enhancement
LOL
LLFlow
https://arxiv.org/abs/2109.05923v1
Average PSNR
25.19
Image Enhancement > Low-Light Image Enhancement
LOL
LLFlow
https://arxiv.org/abs/2109.05923v1
SSIM
0.93
Image Enhancement > Low-Light Image Enhancement
LOL
LLFlow
https://arxiv.org/abs/2109.05923v1
LPIPS
0.11
Image Enhancement > Low-Light Image Enhancement
LOL
Retinexformer
https://arxiv.org/abs/2303.06705v3
Average PSNR
25.16
Image Enhancement > Low-Light Image Enhancement
LOL
Retinexformer
https://arxiv.org/abs/2303.06705v3
SSIM
0.845
Image Enhancement > Low-Light Image Enhancement
LOL
Retinexformer
https://arxiv.org/abs/2303.06705v3
FLOPS (G)
15.57
Image Enhancement > Low-Light Image Enhancement
LOL
Retinexformer
https://arxiv.org/abs/2303.06705v3
Params (M)
1.61
Image Enhancement > Low-Light Image Enhancement
LOL
FLIGHTNet
https://arxiv.org/abs/2305.10889v1
Average PSNR
24.96
Image Enhancement > Low-Light Image Enhancement
LOL
FLIGHTNet
https://arxiv.org/abs/2305.10889v1
SSIM
0.85
Image Enhancement > Low-Light Image Enhancement
LOL
FLIGHTNet
https://arxiv.org/abs/2305.10889v1
Number of params
0.025
Image Enhancement > Low-Light Image Enhancement
LOL
DPEC
https://arxiv.org/abs/2407.09553v4
Average PSNR
24.80
Image Enhancement > Low-Light Image Enhancement
LOL
DPEC
https://arxiv.org/abs/2407.09553v4
SSIM
0.855
Image Enhancement > Low-Light Image Enhancement
LOL
Resfusion
https://arxiv.org/abs/2311.14900v4
Average PSNR
24.63
Image Enhancement > Low-Light Image Enhancement
LOL
Resfusion
https://arxiv.org/abs/2311.14900v4
SSIM
0.860
Image Enhancement > Low-Light Image Enhancement
LOL
Resfusion
https://arxiv.org/abs/2311.14900v4
LPIPS
0.107
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-S
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
Average PSNR
24.54
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-S
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
SSIM
0.856
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-S
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
LPIPS
0.1
Image Enhancement > Low-Light Image Enhancement
LOL
HG-MTFE
https://ieeexplore.ieee.org/abstract/document/10707348
Average PSNR
24.26
Image Enhancement > Low-Light Image Enhancement
LOL
OneRestore
https://arxiv.org/abs/2407.04621v4
Average PSNR
24.25
Image Enhancement > Low-Light Image Enhancement
LOL
OneRestore
https://arxiv.org/abs/2407.04621v4
SSIM
0.8564
Image Enhancement > Low-Light Image Enhancement
LOL
HWMNet
https://arxiv.org/abs/2203.01296v1
Average PSNR
24.24
Image Enhancement > Low-Light Image Enhancement
LOL
HWMNet
https://arxiv.org/abs/2203.01296v1
SSIM
0.852
Image Enhancement > Low-Light Image Enhancement
LOL
HWMNet
https://arxiv.org/abs/2203.01296v1
LPIPS
0.12
Image Enhancement > Low-Light Image Enhancement
LOL
PPformer
https://www.sciencedirect.com/science/article/abs/pii/S1077314224000110
Average PSNR
23.91
Image Enhancement > Low-Light Image Enhancement
LOL
PPformer
https://www.sciencedirect.com/science/article/abs/pii/S1077314224000110
SSIM
0.841
Image Enhancement > Low-Light Image Enhancement
LOL
PPformer
https://www.sciencedirect.com/science/article/abs/pii/S1077314224000110
LPIPS
0.12
Image Enhancement > Low-Light Image Enhancement
LOL
DA-CLIP
https://arxiv.org/abs/2310.01018v2
Average PSNR
23.77
Image Enhancement > Low-Light Image Enhancement
LOL
DA-CLIP
https://arxiv.org/abs/2310.01018v2
SSIM
0.830
Image Enhancement > Low-Light Image Enhancement
LOL
DA-CLIP
https://arxiv.org/abs/2310.01018v2
LPIPS
0.083
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-T (80k parameters)
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
Average PSNR
23.59
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-T (80k parameters)
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
SSIM
0.839
Image Enhancement > Low-Light Image Enhancement
LOL
WaveNet-T (80k parameters)
https://diglib.eg.org/bitstream/handle/10.2312/pg20231267/021-029.pdf
LPIPS
0.14
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet-Normal
https://arxiv.org/abs/2402.05809v3
Average PSNR
23.500
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet-Normal
https://arxiv.org/abs/2402.05809v3
SSIM
0.870
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet-Normal
https://arxiv.org/abs/2402.05809v3
LPIPS
0.086
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet-Normal
https://arxiv.org/abs/2402.05809v3
FLOPS (G)
7.57
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet-Normal
https://arxiv.org/abs/2402.05809v3
Params (M)
1.88
Image Enhancement > Low-Light Image Enhancement
LOL
CIDNet-Normal
https://arxiv.org/abs/2402.05809v3
SSIM (sRGB)
0.870
Image Enhancement > Low-Light Image Enhancement
LOL
MAXIM
https://arxiv.org/abs/2201.02973v2
Average PSNR
23.43
Image Enhancement > Low-Light Image Enhancement
LOL
MAXIM
https://arxiv.org/abs/2201.02973v2
SSIM
0.863
Image Enhancement > Low-Light Image Enhancement
LOL
IAT (90k parameter)
https://arxiv.org/abs/2205.14871v4
Average PSNR
23.38
Image Enhancement > Low-Light Image Enhancement
LOL
IAT (90k parameter)
https://arxiv.org/abs/2205.14871v4
SSIM
0.809
Image Enhancement > Low-Light Image Enhancement
LOL
Bread
https://arxiv.org/abs/2111.15557v1
Average PSNR
22.96