Fixed-object background generation on LSUN Bedroom 1.5 (test)
0LPIPS (Background)DDIM inv.
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DDIM inv.Backbone=SD 1.52026.05 | 0 | 0 | 0.09 | 0.015 | 45.4 | |
| SDEditBackbone=SD 1.52026.05 | 31 | 0.02 | 0.01 | 0.025 | 35.99 | |
| SD inpaintBackbone=SD 1.52026.05 | 42 | 0.05 | 0.05 | 0.022 | 34.07 | |
| coupled initial-noise designBackbone=SD 1.5, K samples=8, optimization steps=102026.05 | 45 | 0.05 | 0.09 | 0.012 | 17.52 | |
| Object-inv. + random BGBackbone=SD 1.52026.05 | 47 | 0.05 | 0.14 | 0.023 | 18.16 |