Class-conditioned Image Generation on ImageNet
0.329HPSv2ODE-AM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ODE-AMntruncate=10, Regularization=6th, Iter. Time (s)=47.72026.05 | 0.329 | 0.535 | 0.269 | 0.207 | |
| ODE-AMntruncate=10, Regularization=4th, Iter. Time (s)=47.32026.05 | 0.328 | 0.574 | 0.269 | 0.206 | |
| ODE-AMntruncate=15, Regularization=2nd, Iter. Time (s)=52.02026.05 | 0.324 | 0.522 | 0.267 | 0.206 | |
| ODE-AMntruncate=12, Regularization=2nd, Iter. Time (s)=49.32026.05 | 0.321 | 0.477 | 0.266 | 0.205 | |
| SDE-AMntruncate=10, Regularization=2nd, Iter. Time (s)=47.62026.05 | 0.319 | 0.491 | 0.271 | 0.206 | |
| SDE-AMntruncate=12, Regularization=2nd, Iter. Time (s)=49.62026.05 | 0.318 | 0.522 | 0.273 | 0.206 | |
| ODE-AMntruncate=10, Regularization=2nd, Iter. Time (s)=47.32026.05 | 0.316 | 0.45 | 0.266 | 0.204 | |
| ReFL-10Iter. Time (s)=26.42026.05 | 0.297 | 0.282 | 0.265 | 0.2 | |
| DRaFT-1Iter. Time (s)=26.72026.05 | 0.296 | 0.266 | 0.26 | 0.2 | |
| ODE-AMntruncate=50(Full), Regularization=2nd, Iter. Time (s)=83.82026.05 | 0.29 | 0.185 | 0.243 | 0.199 | |
| SDE-AMntruncate=50(Full), Regularization=2nd, Iter. Time (s)=83.82026.05 | 0.279 | 0.084 | 0.244 | 0.197 | |
| Base Model2026.05 | 0.183 | 0.658 | 0.239 | 0.19 |