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ResearchFormerly WizWand

Style Transfer on MS-COCO and WikiArt

0.004Execution Time (s)AdaIN'17
-7.0952440.8246388.7445136.66437Apr 12, 2021Aug 10, 2021Dec 8, 2021Apr 7, 2022Aug 5, 2022Dec 3, 2022Apr 2, 2023
Updated 8mo ago

Evaluation results

MethodLinks
AdaIN'17Batch size=1, GPU=Tesla V100, Resolution=256x2562023.040.004
LST'19Batch size=1, GPU=Tesla V100, Resolution=256x2562023.040.004
DRB-GAN'21Batch size=1, GPU=Tesla V100, Resolution=256x2562023.040.005
LinearResolution=256pix2021.040.007
LapStyleResolution=256pix2021.040.008
LapStyleResolution=512pix2021.040.009
AdaINResolution=256pix2021.040.011
SANet'19Batch size=1, GPU=Tesla V100, Resolution=256x2562023.040.011
IEC'21Batch size=1, GPU=Tesla V100, Resolution=256x2562023.040.012
SANetResolution=256pix2021.040.017
StyleKernelBatch size=1, GPU=Tesla V100, Resolution=256x2562023.040.017
AdaConv'21Batch size=1, GPU=Tesla V100, Resolution=256x2562023.040.019
AdaAttN'21Batch size=1, GPU=Tesla V100, Resolution=256x2562023.040.024
MCCNetResolution=256 x 2562021.080.024
LinearResolution=256 x 2562021.080.028
StrTr2'22Batch size=1, GPU=Tesla V100, Resolution=256x2562023.040.034
LinearResolution=512 x 2562021.080.036
AdaINResolution=256 x 2562021.080.038
AdaINResolution=512pix2021.040.039
LinearResolution=512pix2021.040.039
MCCNetResolution=512 x 2562021.080.04
SANetResolution=256 x 2562021.080.043
MASTResolution=256 x 2562021.080.046
AdaINResolution=512 x 2562021.080.049
LinearResolution=512 x 5122021.080.049
AdaAttNResolution=256 x 2562021.080.051
SANetResolution=512pix2021.040.055
MCCNetResolution=512 x 5122021.080.057
SANetResolution=512 x 2562021.080.064
AdaINResolution=512 x 5122021.080.066
AdaAttNResolution=512 x 2562021.080.066
MASTResolution=512 x 2562021.080.073
SANetResolution=512 x 5122021.080.081
AdaAttNResolution=512 x 5122021.080.112
MASTResolution=512 x 5122021.080.115
Avatar-NetResolution=256 x 2562021.080.124
MAST'21Batch size=1, GPU=Tesla V100, Resolution=256x2562023.040.126
Johnson et al.Resolution=256pix2021.040.132
Johnson et al.Resolution=512pix2021.040.149
Avatar-NetResolution=512 x 2562021.080.176
Avatar-NetResolution=512 x 5122021.080.311
WCTResolution=256pix2021.040.689
AvatarNet'18Batch size=1, GPU=Tesla V100, Resolution=256x2562023.040.873
WCTResolution=512pix2021.040.997
Gatys et al.Resolution=256pix2021.0415.863
Gatys et al.Resolution=512pix2021.0450.804
STROTSSResolution=256pix2021.04163.052
STROTSSResolution=512pix2021.04177.485