Color-Conditional Image Generation on ContraStyles + Unsplash Lite (test)
0.02972-Wasserstein DistanceSW-Guidance
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SW-GuidanceBackbone=SDXL2025.03 | 0.0297 | 0.285 | 0.27 | |
| hm-mkl-hmBackbone=SDXL2025.03 | 0.0543 | 0.259 | 0.277 | |
| hmBackbone=SDXL2025.03 | 0.0856 | 0.244 | 0.282 | |
| PhotoWCT2Backbone=SDXL2025.03 | 0.1028 | 0.225 | 0.276 | |
| ModFlowsBackbone=SDXL2025.03 | 0.1125 | 0.257 | 0.282 | |
| MKLBackbone=SDXL2025.03 | 0.1191 | 0.238 | 0.283 | |
| CTBackbone=SDXL2025.03 | 0.1333 | 0.23 | 0.284 | |
| WCT2Backbone=SDXL2025.03 | 0.1347 | 0.179 | 0.288 | |
| PhotoNASBackbone=SDXL2025.03 | 0.1608 | 0.167 | 0.279 | |
| InstantStyleBackbone=SDXL2025.03 | 0.1758 | 0.332 | 0.238 | |
| IP-AdapterBackbone=SDXL2025.03 | 0.2193 | 0.247 | 0.214 | |
| Stable Cascade2025.03 | 0.3795 | 0.323 | 0.266 | |
| Unconditional SDXL2025.03 | 0.3824 | 0.239 | 0.294 |