Semantic Style Transfer on quadruple data (val)
0.8762SSLSANet + SCSA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SANet + SCSAArchitecture=CNN-based, SCSA module=true2025.03 | 0.8762 | 13.0788 | 0.0874 | 0.8315 | |
| GLStyleNetArchitecture=SOTA semantic style transfer2025.03 | 1.0305 | 14.488 | 0.3991 | 0.1183 | |
| STROTSSArchitecture=SOTA semantic style transfer2025.03 | 1.0981 | 12.84 | 0.1008 | 0.1867 | |
| StyTR2 + SCSAArchitecture=Transformer-based, SCSA module=true2025.03 | 1.2228 | 12.3963 | 0.0705 | 0.8424 | |
| StyleID + SCSAArchitecture=Diffusion-based, SCSA module=true2025.03 | 1.2447 | 12.4497 | 0.1178 | 0.7808 | |
| TRArchitecture=SOTA semantic style transfer2025.03 | 1.2631 | 13.5846 | 0.1149 | 0.045 | |
| SANetArchitecture=CNN-based, SCSA module=false2025.03 | 1.6583 | 14.3385 | 0.1103 | 0.1685 | |
| MASTArchitecture=SOTA semantic style transfer2025.03 | 1.732 | 16.5163 | 0.0746 | 0.11 | |
| StyleIDArchitecture=Diffusion-based, SCSA module=false2025.03 | 1.7538 | 12.5944 | 0.0916 | 0.2192 | |
| DIAArchitecture=SOTA semantic style transfer2025.03 | 1.9398 | 20.7942 | 0.1147 | 0.0167 | |
| StyTR2Architecture=Transformer-based, SCSA module=false2025.03 | 1.9826 | 12.5273 | 0.0752 | 0.1576 |