Controllable Image Generation on MultiGen-20M (test)
31.98Canny Edge F1 ScoreControlNet++
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ControlNet++Conditions=canny2025.03 | 31.98 | 49.61 | 14.58 | |
| ControlNet++Conditions=hed2025.03 | 30.33 | 66.49 | 12.17 | |
| PixelPonderConditions=all2025.03 | 28.35 | 60.51 | 11.93 | |
| UniControlConditions=all2025.03 | 26.8 | 46.26 | 13.26 | |
| Uni-ControlNetConditions=all2025.03 | 21.97 | 41.96 | 17.14 | |
| ControlNet++Conditions=depth2025.03 | 17.49 | 39.22 | 11.6 | |
| T2I-AdapterConditions=all2025.03 | 11.35 | 28.93 | 24.97 |