Drag-based Image Editing on DragBench DR
100IF (Background)RegionDrag
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RegionDragCategory=NFT, #Params (M)=02025.10 | 100 | 94.2 | 96 | 32.32 | 6.31 | |
| DragFlowCategory=OPT, #Params (M)=02025.10 | 96.9 | 94.8 | 94.1 | 31.59 | 5.93 | |
| CLIPDragCategory=OPT, #Params (M)=0.072025.10 | 96.2 | 94.5 | 97.2 | 38.06 | 7.45 | |
| DragNoiseCategory=OPT, #Params (M)=0.332025.10 | 95.6 | 94.3 | 97.7 | 39.31 | 7.69 | |
| FreeDragCategory=OPT, #Params (M)=0.072025.10 | 95.5 | 94.6 | 96.7 | 34.77 | 6.81 | |
| DragDiffusionCategory=OPT, #Params (M)=0.072025.10 | 95.4 | 94.4 | 95.8 | 39.41 | 7.05 | |
| GoodDragCategory=OPT, #Params (M)=0.072025.10 | 94.8 | 94.6 | 95.6 | 37.87 | 6.91 | |
| InstantDragCategory=FT, #Params (M)=9142025.10 | 94.4 | 94.5 | 96.6 | 36.26 | 6.99 | |
| DragLoRACategory=OPT, #Params (M)=3.192025.10 | 94.2 | 94.1 | 95.2 | 42.03 | 6.77 | |
| FastDragCategory=NFT, #Params (M)=02025.10 | 93.8 | 94.7 | 95.2 | 35.96 | 6.6 |