Metric: U-IDS (higher is better)
| # | Model↕ | U-IDS▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ASUKA | 41.3 | No | Towards Enhanced Image Inpainting: Mitigating Un... | 2023-12-08 | Code |
| 2 | MAT | 38.34 | No | MAT: Mask-Aware Transformer for Large Hole Image... | 2022-03-29 | Code |
| 3 | CM-GAN | 37.42 | No | CM-GAN: Image Inpainting with Cascaded Modulatio... | 2022-03-22 | Code |
| 4 | CoModGAN | 35.78 | No | Large Scale Image Completion via Co-Modulated Ge... | 2021-03-18 | Code |
| 5 | LAMA | 32.29 | No | Resolution-robust Large Mask Inpainting with Fou... | 2021-09-15 | Code |
| 6 | MADF | 23.78 | No | Image Inpainting by End-to-End Cascaded Refineme... | 2021-04-28 | Code |
| 7 | CR-Fill | 22.9 | No | - | - | Code |
| 8 | DeepFill v2 | 21.32 | No | Free-Form Image Inpainting with Gated Convolution | 2018-06-10 | Code |
| 9 | ProFill | 21.19 | No | High-Resolution Image Inpainting with Iterative ... | 2020-05-24 | Code |
| 10 | AOT GAN | 19.92 | No | Aggregated Contextual Transformations for High-R... | 2021-04-03 | Code |
| 11 | EdgeConnect | 15.87 | No | EdgeConnect: Generative Image Inpainting with Ad... | 2019-01-01 | Code |
| 12 | HFill | 11.24 | No | Contextual Residual Aggregation for Ultra High-R... | 2020-05-19 | Code |