User-controlled Image Editing on Curated benchmark of 50 subjects
0.117LPIPSDragDffusion*
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DragDffusion*Real-time interaction (RI)=×, Model inference time (MT)=∼ 2m2026.03 | 0.117 | 6.573 | -0.075 | |
| ObjectMorpherReal-time interaction (RI)=✓, Model inference time (MT)=∼ 20s2026.03 | 0.127 | 10.896 | -0.059 | |
| DiffEditorReal-time interaction (RI)=×, Model inference time (MT)=∼ 10s2026.03 | 0.142 | 12.589 | -0.051 | |
| AnydoorReal-time interaction (RI)=×, Model inference time (MT)=∼ 10s2026.03 | 0.173 | 9.512 | -0.049 | |
| ImageSculptingReal-time interaction (RI)=✓, Model inference time (MT)=∼ 30m2026.03 | 0.178 | 14.372 | -0.055 | |
| InstantDragReal-time interaction (RI)=×, Model inference time (MT)=∼ 10s2026.03 | 0.218 | 13.744 | -0.042 | |
| DragGANReal-time interaction (RI)=✓, Model inference time (MT)=< 10s2026.03 | 0.55 | 16.091 | -0.056 | |
| DragAnythingReal-time interaction (RI)=×, Model inference time (MT)=∼ 70s2026.03 | 0.655 | 22.476 | -0.047 |