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9.22k
Image Enhancement > Image Relighting
VIDIT’20 validation set
WDRN
https://arxiv.org/abs/2009.06678v1
PSNR
17.45
Image Enhancement > Image Relighting
VIDIT’20 validation set
WDRN
https://arxiv.org/abs/2009.06678v1
SSIM
0.6642
Image Enhancement > Image Relighting
VIDIT’20 validation set
WDRN
https://arxiv.org/abs/2009.06678v1
LPIPS
0.2771
Image Enhancement > Image Relighting
VIDIT’20 validation set
WDRN
https://arxiv.org/abs/2009.06678v1
MPS
0.6935
Image Enhancement > Image Relighting
VIDIT’20 validation set
WDRN
https://arxiv.org/abs/2009.06678v1
Runtime(s)
0.05
Image Enhancement > Image Relighting
VIDIT’20 validation set
DMSHN
https://arxiv.org/abs/2102.09242v2
PSNR
17.20
Image Enhancement > Image Relighting
VIDIT’20 validation set
DMSHN
https://arxiv.org/abs/2102.09242v2
SSIM
0.5696
Image Enhancement > Image Relighting
VIDIT’20 validation set
DMSHN
https://arxiv.org/abs/2102.09242v2
LPIPS
0.3712
Image Enhancement > Image Relighting
VIDIT’20 validation set
DMSHN
https://arxiv.org/abs/2102.09242v2
MPS
0.5992
Image Enhancement > Image Relighting
VIDIT’20 validation set
DMSHN
https://arxiv.org/abs/2102.09242v2
Runtime(s)
0.0058
Image Enhancement > Image Relighting
VIDIT’20 validation set
SRN
http://arxiv.org/abs/1802.01770v1
PSNR
16.94
Image Enhancement > Image Relighting
VIDIT’20 validation set
SRN
http://arxiv.org/abs/1802.01770v1
SSIM
0.5660
Image Enhancement > Image Relighting
VIDIT’20 validation set
SRN
http://arxiv.org/abs/1802.01770v1
LPIPS
0.4319
Image Enhancement > Image Relighting
VIDIT’20 validation set
SRN
http://arxiv.org/abs/1802.01770v1
MPS
0.5670
Image Enhancement > Image Relighting
VIDIT’20 validation set
SRN
http://arxiv.org/abs/1802.01770v1
Runtime(s)
0.87
Image Enhancement > Image Relighting
Stanford-ORB
Neural-PBIR
https://arxiv.org/abs/2304.13445v5
HDR-PSNR
26.01
Image Enhancement > Image Relighting
Stanford-ORB
Neural-PBIR
https://arxiv.org/abs/2304.13445v5
SSIM
0.979
Image Enhancement > Image Relighting
Stanford-ORB
Neural-PBIR
https://arxiv.org/abs/2304.13445v5
LPIPS
0.023
Image Enhancement > Image Relighting
Stanford-ORB
NVDiffRecMC
https://arxiv.org/abs/2206.03380v2
HDR-PSNR
24.43
Image Enhancement > Image Relighting
Stanford-ORB
NVDiffRecMC
https://arxiv.org/abs/2206.03380v2
SSIM
0.972
Image Enhancement > Image Relighting
Stanford-ORB
NVDiffRecMC
https://arxiv.org/abs/2206.03380v2
LPIPS
0.036
Image Enhancement > Image Relighting
Stanford-ORB
InvRender
https://arxiv.org/abs/2303.16617v2
HDR-PSNR
23.76
Image Enhancement > Image Relighting
Stanford-ORB
InvRender
https://arxiv.org/abs/2303.16617v2
SSIM
0.970
Image Enhancement > Image Relighting
Stanford-ORB
InvRender
https://arxiv.org/abs/2303.16617v2
LPIPS
0.046
Image Enhancement > Image Relighting
Stanford-ORB
NeRFactor
https://arxiv.org/abs/2106.01970v2
HDR-PSNR
23.54
Image Enhancement > Image Relighting
Stanford-ORB
NeRFactor
https://arxiv.org/abs/2106.01970v2
SSIM
0.969
Image Enhancement > Image Relighting
Stanford-ORB
NeRFactor
https://arxiv.org/abs/2106.01970v2
LPIPS
0.048
Image Enhancement > Image Relighting
Stanford-ORB
NeRD
https://arxiv.org/abs/2012.03918v4
HDR-PSNR
23.29
Image Enhancement > Image Relighting
Stanford-ORB
NeRD
https://arxiv.org/abs/2012.03918v4
SSIM
0.957
Image Enhancement > Image Relighting
Stanford-ORB
NeRD
https://arxiv.org/abs/2012.03918v4
LPIPS
0.059
Image Enhancement > Image Relighting
Stanford-ORB
NVDiffRec
https://arxiv.org/abs/2111.12503v5
HDR-PSNR
22.91
Image Enhancement > Image Relighting
Stanford-ORB
NVDiffRec
https://arxiv.org/abs/2111.12503v5
SSIM
0.963
Image Enhancement > Image Relighting
Stanford-ORB
NVDiffRec
https://arxiv.org/abs/2111.12503v5
LPIPS
0.039
Image Enhancement > Image Relighting
Stanford-ORB
PhySG
https://arxiv.org/abs/2104.00674v1
HDR-PSNR
21.81
Image Enhancement > Image Relighting
Stanford-ORB
PhySG
https://arxiv.org/abs/2104.00674v1
SSIM
0.960
Image Enhancement > Image Relighting
Stanford-ORB
PhySG
https://arxiv.org/abs/2104.00674v1
LPIPS
0.055
Image Enhancement > Local Color Enhancement
University of Waterloo skin cancer database
EMST
https://doi.org/10.1016/j.cmpb.2022.106935
Dice (Average)
0.81 ± 0.17
Image Enhancement > Local Color Enhancement
University of Waterloo skin cancer database
HE
https://arxiv.org/abs/2108.12818v1
Dice (Average)
0.40 ± 0.27
Image Enhancement > Local Color Enhancement
University of Waterloo skin cancer database
CLAHE
https://arxiv.org/abs/2109.00886v1
Dice (Average)
0.30 ± 0.20
Rain Removal
Nightrain
Turtle
https://arxiv.org/abs/2410.03936v2
PSNR
29.26
Rain Removal
Nightrain
NightRain
https://arxiv.org/abs/2401.00729v2
PSNR
26.73
Rain Removal
Nightrain
FDM
https://arxiv.org/abs/2205.11495v3
PSNR
23.49
Rain Removal
Nightrain
WeatherDiff
https://arxiv.org/abs/2207.14626v2
PSNR
20.98
Rain Removal
DID-MDN
OneRestore
https://arxiv.org/abs/2407.04621v4
PSNR
32.89
Rain Removal
DID-MDN
GCANet
http://arxiv.org/abs/1811.08747v2
PSNR
31.68
Rain Removal > Single Image Deraining
Rain1400
PReNetr
https://arxiv.org/abs/1901.09221v3
PSNR
32.44
Rain Removal > Single Image Deraining
Rain1400
PReNetr
https://arxiv.org/abs/1901.09221v3
SSIM
0.9440000000000001
Rain Removal > Single Image Deraining
Test1200
CAPTNet
https://arxiv.org/abs/2309.03063v2
PSNR
34.77
Rain Removal > Single Image Deraining
Test1200
CAPTNet
https://arxiv.org/abs/2309.03063v2
SSIM
0.937
Rain Removal > Single Image Deraining
Test1200
KBNet
https://arxiv.org/abs/2303.02881v1
PSNR
33.82
Rain Removal > Single Image Deraining
Test1200
KBNet
https://arxiv.org/abs/2303.02881v1
SSIM
0.931
Rain Removal > Single Image Deraining
Test1200
M3SNet
https://arxiv.org/abs/2305.05146v1
PSNR
33.52
Rain Removal > Single Image Deraining
Test1200
M3SNet
https://arxiv.org/abs/2305.05146v1
SSIM
0.925
Rain Removal > Single Image Deraining
Test1200
MHNet
https://arxiv.org/abs/2302.09554v4
PSNR
33.41
Rain Removal > Single Image Deraining
Test1200
MHNet
https://arxiv.org/abs/2302.09554v4
SSIM
0.924
Rain Removal > Single Image Deraining
Test1200
Restormer
https://arxiv.org/abs/2111.09881v2
PSNR
33.19
Rain Removal > Single Image Deraining
Test1200
Restormer
https://arxiv.org/abs/2111.09881v2
SSIM
0.926
Rain Removal > Single Image Deraining
Test1200
HINet
https://arxiv.org/abs/2105.06086v2
PSNR
33.05
Rain Removal > Single Image Deraining
Test1200
HINet
https://arxiv.org/abs/2105.06086v2
SSIM
0.919
Rain Removal > Single Image Deraining
Test1200
MPRNet
https://arxiv.org/abs/2102.02808v2
PSNR
32.91
Rain Removal > Single Image Deraining
Test1200
MPRNet
https://arxiv.org/abs/2102.02808v2
SSIM
0.916
Rain Removal > Single Image Deraining
Test1200
MSPFN
https://arxiv.org/abs/2003.10985v2
PSNR
32.39
Rain Removal > Single Image Deraining
Test1200
MSPFN
https://arxiv.org/abs/2003.10985v2
SSIM
0.916
Rain Removal > Single Image Deraining
Test1200
SEMI
http://arxiv.org/abs/1807.11078v2
PSNR
26.05
Rain Removal > Single Image Deraining
Test1200
SEMI
http://arxiv.org/abs/1807.11078v2
SSIM
0.822
Rain Removal > Single Image Deraining
Test1200
MAXIM
https://arxiv.org/abs/2201.02973v2
SSIM
0.922
Rain Removal > Single Image Deraining
Test1200
UMRL
https://arxiv.org/abs/1906.11129v1
SSIM
0.910
Rain Removal > Single Image Deraining
Test1200
DIDMDN
http://arxiv.org/abs/1802.07412v1
SSIM
0.901
Rain Removal > Single Image Deraining
Test1200
RESCAN
http://arxiv.org/abs/1807.05698v2
SSIM
0.882
Rain Removal > Single Image Deraining
Test1200
DerainNet
http://arxiv.org/abs/1609.02087v2
SSIM
0.835
Rain Removal > Single Image Deraining
Rain100H
GOUB (Mean-ODE)
https://arxiv.org/abs/2312.10299v2
PSNR
34.56
Rain Removal > Single Image Deraining
Rain100H
GOUB (Mean-ODE)
https://arxiv.org/abs/2312.10299v2
SSIM
0.9414
Rain Removal > Single Image Deraining
Rain100H
DA-CLIP
https://arxiv.org/abs/2310.01018v2
PSNR
33.91
Rain Removal > Single Image Deraining
Rain100H
DA-CLIP
https://arxiv.org/abs/2310.01018v2
SSIM
0.926
Rain Removal > Single Image Deraining
Rain100H
Fod w/ NMC
https://arxiv.org/abs/2505.16733v1
PSNR
33.63
Rain Removal > Single Image Deraining
Rain100H
Fod w/ NMC
https://arxiv.org/abs/2505.16733v1
SSIM
0.941
Rain Removal > Single Image Deraining
Rain100H
Fod w/ NMC
https://arxiv.org/abs/2505.16733v1
LPIPS
0.041
Rain Removal > Single Image Deraining
Rain100H
Fod w/ NMC
https://arxiv.org/abs/2505.16733v1
FID
15.64
Rain Removal > Single Image Deraining
Rain100H
FoD
https://arxiv.org/abs/2505.16733v1
PSNR
32.56
Rain Removal > Single Image Deraining
Rain100H
FoD
https://arxiv.org/abs/2505.16733v1
SSIM
0.925
Rain Removal > Single Image Deraining
Rain100H
FoD
https://arxiv.org/abs/2505.16733v1
LPIPS
0.038
Rain Removal > Single Image Deraining
Rain100H
FoD
https://arxiv.org/abs/2505.16733v1
FID
14.10
Rain Removal > Single Image Deraining
Rain100H
IR-SDE
https://arxiv.org/abs/2301.11699v3
PSNR
31.65
Rain Removal > Single Image Deraining
Rain100H
IR-SDE
https://arxiv.org/abs/2301.11699v3
SSIM
0.9041
Rain Removal > Single Image Deraining
Rain100H
IR-SDE
https://arxiv.org/abs/2301.11699v3
LPIPS
0.047
Rain Removal > Single Image Deraining
Rain100H
IR-SDE
https://arxiv.org/abs/2301.11699v3
FID
18.64
Rain Removal > Single Image Deraining
Rain100H
Restormer
https://arxiv.org/abs/2111.09881v2
PSNR
31.46
Rain Removal > Single Image Deraining
Rain100H
Restormer
https://arxiv.org/abs/2111.09881v2
SSIM
0.904
Rain Removal > Single Image Deraining
Rain100H
MCW-Net
https://arxiv.org/abs/2009.13990v4
PSNR
30.70
Rain Removal > Single Image Deraining
Rain100H
MCW-Net
https://arxiv.org/abs/2009.13990v4
SSIM
0.922
Rain Removal > Single Image Deraining
Rain100H
HINet
https://arxiv.org/abs/2105.06086v2
PSNR
30.65
Rain Removal > Single Image Deraining
Rain100H
HINet
https://arxiv.org/abs/2105.06086v2
SSIM
0.894
Rain Removal > Single Image Deraining
Rain100H
M3SNet
https://arxiv.org/abs/2305.05146v1
PSNR
30.64
Rain Removal > Single Image Deraining
Rain100H
M3SNet
https://arxiv.org/abs/2305.05146v1
SSIM
0.892
Rain Removal > Single Image Deraining
Rain100H
MPRNet
https://arxiv.org/abs/2102.02808v2
PSNR
30.41
Rain Removal > Single Image Deraining
Rain100H
MPRNet
https://arxiv.org/abs/2102.02808v2
SSIM
0.89
Rain Removal > Single Image Deraining
Rain100H
MHNet
https://arxiv.org/abs/2302.09554v4
PSNR
30.34
Rain Removal > Single Image Deraining
Rain100H
PReNet
https://arxiv.org/abs/1901.09221v3
PSNR
29.46
Rain Removal > Single Image Deraining
Rain100H
PReNet
https://arxiv.org/abs/1901.09221v3
SSIM
0.899
Rain Removal > Single Image Deraining
Rain100H
MSPFN
https://arxiv.org/abs/2003.10985v2
PSNR
28.66