Image Inpainting on CelebA-HQ
Metric: FID (lower is better)
Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MAT | 4.86 | No | MAT: Mask-Aware Transformer for Large Hole Image... | 2022-03-29 | Code |
| 2 | WavePaint | 5.53 | No | WavePaint: Resource-efficient Token-mixer for Se... | 2023-07-01 | Code |
| 3 | CoModGAN | 5.65 | No | Large Scale Image Completion via Co-Modulated Ge... | 2021-03-18 | Code |
| 4 | MADF | 6.83 | No | Image Inpainting by End-to-End Cascaded Refineme... | 2021-04-28 | Code |
| 5 | LaMa | 8.15 | No | Resolution-robust Large Mask Inpainting with Fou... | 2021-09-15 | Code |
| 6 | ICT | 12.84 | No | High-Fidelity Pluralistic Image Completion with ... | 2021-03-25 | Code |