| Benchmark | Model | Rank | Results |
|---|---|---|---|
| text-based-image-editing-on-pie-bench | Direct Inversion+Prompt-to-Prompt | #6 | Background PSNR: 27.22Background LPIPS: 54.55… |
| text-based-image-editing-on-pie-bench | Direct Inversion+MasaCtrl | #15 | Background PSNR: 22.64Background LPIPS: 87.94… |
| text-based-image-editing-on-pie-bench | Direct Inversion+Plug-and-Play | #16 | Background PSNR: 22.46Background LPIPS: 106.06… |
| text-based-image-editing-on-pie-bench | Direct Inversion+Pix2Pix-Zero | #19 | Background PSNR: 21.53Background LPIPS: 138.98… |