Masked Editing on COCO 2017 (val)
68.2SSIMDecFormer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DecFormerDescription=compositor inserted at every step via z0 re-targeting, Backbone=frozen2025.12 | 68.2 | 13.943 | 31.4 | 20.556 | |
| Flux FillDescription=fully finetuned, mask-aware inpainting model2025.12 | 68.1 | 16.75 | 31.3 | 19.343 | |
| DecFormer with LoRADescription=DecFormer plus the inpainting LoRA2025.12 | 68 | 14.231 | 30.3 | 19.28 | |
| LoRA with no DecFormerBase Model=Flux.1-Dev, LoRA Type=inpainting2025.12 | 65.3 | 14.16 | 33.1 | 21.519 | |
| Baseline (Heuristic)Description=downsampled, broadcast latent mask blended at every step2025.12 | 64.3 | 13.578 | 35.4 | 23.514 |