Random Inpainting on ImageNet 256 (test)
23.74PSNRPiGDM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PiGDM2025.11 | 23.74 | 0.69 | 0.231 | 55.3 | |
| JAPS2025.11 | 23.71 | 0.694 | 0.168 | 48.75 | |
| DPS2025.11 | 23.05 | 0.646 | 0.263 | 53.73 | |
| DAPSNFEs=10002025.11 | 22.8 | 0.595 | 0.309 | 81.09 | |
| DiffPIRNFEs=10002025.11 | 22.27 | 0.617 | 0.376 | 133.02 | |
| DSG2025.11 | 21.91 | 0.576 | 0.236 | 54.88 | |
| DDPGNFEs=10002025.11 | 21.85 | 0.602 | 0.395 | 146.84 | |
| NA-NHMCMasking Ratio=92%, Gaussian Noise=sigma_y = 0.202026.04 | 21.8 | 0.536 | 0.456 | — | |
| SITCOMMasking Ratio=92%, Gaussian Noise=sigma_y = 0.202026.04 | 20.9 | 0.494 | 0.457 | — | |
| DMPlugMasking Ratio=92%, Gaussian Noise=sigma_y = 0.202026.04 | 19.15 | 0.447 | 0.474 | — | |
| DAPSMasking Ratio=92%, Gaussian Noise=sigma_y = 0.202026.04 | 18.89 | 0.248 | 0.598 | — | |
| DPSMasking Ratio=92%, Gaussian Noise=sigma_y = 0.202026.04 | 18.64 | 0.361 | 0.505 | — | |
| DiffPIRMasking Ratio=92%, Gaussian Noise=sigma_y = 0.202026.04 | 16.91 | 0.295 | 0.684 | — | |
| RED-diffMasking Ratio=92%, Gaussian Noise=sigma_y = 0.202026.04 | 11.37 | 0.079 | 0.782 | — |