| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Drag-based image editing | DRAGBENCH | MD17.31 | 16 | |
| Dragging-based image editing | Mix of DragBench and custom data | LPIPS0.901 | 10 | |
| image drag-editing | DragBench DR (averages) | Prep + Edit Time (s)1.2 | 10 | |
| Drag-based Image Editing | DragBench DR | IF (Background)100 | 10 | |
| Drag-based Image Editing | DragBench-DR 33 | Mean Distance (MD)21.66 | 8 | |
| Drag-based Image Editing | DragBench-SR 26 | MD19.07 | 8 | |
| Drag-based Image Editing | DragBench-SR and DragBench-DR User Study images | CP Win61.1 | 7 | |
| Content Dragging | DragBench | GScore7.37 | 5 | |
| Dragging-based Image Editing | DragBench and custom dataset | Optimization Time (s)43.1 | 4 | |
| Region-based drag editing | DragBench | Realism0.4682 | 3 |