Image Inpainting On Celeba
Metrics
FID
PSNR
SSIM
Results
Performance results of various models on this benchmark
Model Name | FID | PSNR | SSIM | Paper Title | Repository |
|---|---|---|---|---|---|
| A+y | 181.56 | 15.57 | 0.809 | Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model | |
| BDPM | 1.96 | 28.3 | 0.928 | Binary Diffusion Probabilistic Model | - |
| RePaint | 14.19 | 35.2 | 0.981 | Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model | |
| DDNM | 4.54 | 35.64 | 0.982 | Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model | |
| ConPreDiff | - | - | - | Improving Diffusion-Based Image Synthesis with Context Prediction | - |
| DDRM | 12.53 | 34.79 | 0.978 | Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model |
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