Style Transfer on MS-COCO and WikiArt (test)
3.48LcontMetaNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MetaNet2023.04 | 3.48 | 0.45 | 2.47 | |
| MetaStyletraining_paradigm=few-shot2023.04 | 3.64 | 0.42 | 2.47 | |
| StyTr22023.04 | 3.78 | 0.48 | 1.5 | |
| Linear2023.04 | 3.93 | 0.44 | 1.97 | |
| Mastermode=zero-shot, transformer_layers=12023.04 | 4.13 | 0.41 | 0.92 | |
| Mastermode=zero-shot, transformer_layers=32023.04 | 4.2 | 0.41 | 0.81 | |
| MCCNet2023.04 | 4.22 | 0.47 | 1.56 | |
| Mastermode=few-shot2023.04 | 4.24 | 0.38 | 0.79 | |
| AdaAttN2023.04 | 4.46 | 0.43 | 2.2 | |
| Johnsonmodel_granularity=per-style-per-model2023.04 | 4.6 | 0.59 | 1.02 | |
| Masterarchitecture_variant=Norm (layer normalization added)2023.04 | 4.7 | 0.43 | 0.93 | |
| SANet2023.04 | 4.72 | 0.5 | 1.15 | |
| AdaIN2023.04 | 4.88 | 0.53 | 1.51 | |
| MANet2023.04 | 4.93 | 0.5 | 1.41 | |
| StyFormer2023.04 | 4.94 | 0.43 | 2.2 | |
| Masterarchitecture_variant=Vanilla (original Transformer)2023.04 | 5.5 | 0.59 | 0.85 | |
| AvatarNet2023.04 | 5.76 | 0.56 | 3.19 |