| Benchmark | Model | Rank | Results |
|---|---|---|---|
| text-based-image-editing-on-pie-bench | FireFlow | #14 | Background PSNR: 23.03Background LPIPS: 123.6Structure Distance: 27.1… |
| text-based-image-editing-on-pie-bench | FireFlow (Add Q) | #22 | Background PSNR: 16.49Background LPIPS: 239.4Structure Distance: 70.9… |