Style Transfer on MS-COCO and WikiArt
0.004Execution Time (s)AdaIN'17
Evaluation Results
| Method | Links | |
|---|---|---|
| AdaIN'17Batch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.004 | |
| LST'19Batch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.004 | |
| DRB-GAN'21Batch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.005 | |
| LinearResolution=256pix2021.04 | 0.007 | |
| LapStyleResolution=256pix2021.04 | 0.008 | |
| LapStyleResolution=512pix2021.04 | 0.009 | |
| AdaINResolution=256pix2021.04 | 0.011 | |
| SANet'19Batch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.011 | |
| IEC'21Batch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.012 | |
| SANetResolution=256pix2021.04 | 0.017 | |
| StyleKernelBatch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.017 | |
| AdaConv'21Batch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.019 | |
| AdaAttN'21Batch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.024 | |
| MCCNetResolution=256 x 2562021.08 | 0.024 | |
| LinearResolution=256 x 2562021.08 | 0.028 | |
| StrTr2'22Batch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.034 | |
| LinearResolution=512 x 2562021.08 | 0.036 | |
| AdaINResolution=256 x 2562021.08 | 0.038 | |
| AdaINResolution=512pix2021.04 | 0.039 | |
| LinearResolution=512pix2021.04 | 0.039 | |
| MCCNetResolution=512 x 2562021.08 | 0.04 | |
| SANetResolution=256 x 2562021.08 | 0.043 | |
| MASTResolution=256 x 2562021.08 | 0.046 | |
| AdaINResolution=512 x 2562021.08 | 0.049 | |
| LinearResolution=512 x 5122021.08 | 0.049 | |
| AdaAttNResolution=256 x 2562021.08 | 0.051 | |
| SANetResolution=512pix2021.04 | 0.055 | |
| MCCNetResolution=512 x 5122021.08 | 0.057 | |
| SANetResolution=512 x 2562021.08 | 0.064 | |
| AdaINResolution=512 x 5122021.08 | 0.066 | |
| AdaAttNResolution=512 x 2562021.08 | 0.066 | |
| MASTResolution=512 x 2562021.08 | 0.073 | |
| SANetResolution=512 x 5122021.08 | 0.081 | |
| AdaAttNResolution=512 x 5122021.08 | 0.112 | |
| MASTResolution=512 x 5122021.08 | 0.115 | |
| Avatar-NetResolution=256 x 2562021.08 | 0.124 | |
| MAST'21Batch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.126 | |
| Johnson et al.Resolution=256pix2021.04 | 0.132 | |
| Johnson et al.Resolution=512pix2021.04 | 0.149 | |
| Avatar-NetResolution=512 x 2562021.08 | 0.176 | |
| Avatar-NetResolution=512 x 5122021.08 | 0.311 | |
| WCTResolution=256pix2021.04 | 0.689 | |
| AvatarNet'18Batch size=1, GPU=Tesla V100, Resolution=256x2562023.04 | 0.873 | |
| WCTResolution=512pix2021.04 | 0.997 | |
| Gatys et al.Resolution=256pix2021.04 | 15.863 | |
| Gatys et al.Resolution=512pix2021.04 | 50.804 | |
| STROTSSResolution=256pix2021.04 | 163.052 | |
| STROTSSResolution=512pix2021.04 | 177.485 |