Image Spatial Editing on SpatialEdit-Bench
0.243Camera Viewpoint ErrorSpatialEdit
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SpatialEditModel Category=Open-Source Image Model2026.04 | 0.243 | 0.673 | 0.632 | 0.527 | 0.653 | 0.385 | |
| LongCatImage-EditModel Category=Open-Source Image Model2026.04 | 0.802 | 0.373 | 0.505 | 0.684 | 0.439 | 0.743 | |
| Seedream4Model Category=Closed-Source Image Model2026.04 | 0.839 | 0.163 | 0.482 | 0.701 | 0.323 | 0.77 | |
| Nano-BananaModel Category=Closed-Source Image Model2026.04 | 0.845 | 0.099 | 0.42 | 0.708 | 0.26 | 0.777 | |
| SpatialEdit-PT (Baseline)Model Category=Open-Source Image Model2026.04 | 0.89 | 0.186 | 0.489 | 0.719 | 0.338 | 0.804 | |
| QwenImageEditModel Category=Open-Source Image Model2026.04 | 0.922 | 0.311 | 0.531 | 0.692 | 0.421 | 0.807 | |
| Edit-R1Model Category=Open-Source Image Model2026.04 | 0.959 | 0.306 | 0.562 | 0.688 | 0.434 | 0.824 | |
| ViduQ2-TurboModel Category=World Model2026.04 | 1.022 | — | — | 0.771 | — | 0.897 | |
| Kling-V2.5Model Category=World Model2026.04 | 1.051 | — | — | 0.733 | — | 0.892 |