AWGN Denoising (sigma=50) on Image Restoration (test)
30.18PSNRRestormer
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RestormerPredictor=Restormer2023.06 | 30.18 | 0.86 | 0.26 | 5.21 | 178.62 | 0.0033 | |
| Deep Optimal TransportPredictor=Restormer, Alpha=1.12023.06 | 30.09 | 0.86 | 0.25 | 4.63 | 183.36 | 0.0026 | |
| Deep Optimal TransportPredictor=Restormer, Alpha=1.72023.06 | 27.26 | 0.82 | 0.25 | 2.73 | 198.93 | 0.0018 | |
| Deep Optimal TransportPredictor=NLM, Alpha=0.82023.06 | 26.24 | 0.72 | 0.43 | 12.46 | 148.78 | 0.0086 | |
| NLMPredictor=NLM2023.06 | 26.09 | 0.71 | 0.44 | 12.84 | 148.71 | 0.0087 | |
| Deep Optimal TransportPredictor=Restormer, Alpha=02023.06 | 25.31 | 0.78 | 0.27 | 4.42 | 182.86 | 0.0029 | |
| Deep Optimal TransportPredictor=NLM, Alpha=02023.06 | 24.8 | 0.71 | 0.42 | 14.88 | 140.65 | 0.0109 |