Monte Carlo Denoising on SBMC 1.0 (test)
0.0254rMSESBMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SBMCspp=1282025.12 | 0.0254 | 0.0488 | |
| SBMCspp=642025.12 | 0.0261 | 0.0494 | |
| SBMCspp=322025.12 | 0.0274 | 0.051 | |
| SBMCspp=162025.12 | 0.0315 | 0.0542 | |
| Nonlinear Noise2Noise (Large)spp=128, Model size=Large2025.12 | 0.0377 | 0.0505 | |
| SBMCspp=82025.12 | 0.0382 | 0.0599 | |
| Nonlinear Noise2Noise (Large)spp=64, Model size=Large2025.12 | 0.0437 | 0.0514 | |
| SBMCspp=42025.12 | 0.0482 | 0.0685 | |
| Nonlinear Noise2Noise (Original)spp=128, Model size=Original2025.12 | 0.0497 | 0.0539 | |
| Nonlinear Noise2Noise (Large)spp=32, Model size=Large2025.12 | 0.0588 | 0.0545 | |
| Nonlinear Noise2Noise (Original)spp=64, Model size=Original2025.12 | 0.0601 | 0.0547 | |
| Bakospp=1282025.12 | 0.0757 | 0.0353 | |
| Nonlinear Noise2Noise (Original)spp=32, Model size=Original2025.12 | 0.0841 | 0.0572 | |
| Nonlinear Noise2Noise (Large)spp=16, Model size=Large2025.12 | 0.1052 | 0.0606 | |
| Bako (f.t.)spp=128, fine-tuned=true2025.12 | 0.1229 | 0.0432 | |
| Bakospp=642025.12 | 0.1359 | 0.0407 | |
| Nonlinear Noise2Noise (Original)spp=16, Model size=Original2025.12 | 0.1393 | 0.0623 | |
| Bako (f.t.)spp=32, fine-tuned=true2025.12 | 0.1427 | 0.0619 | |
| Bako (f.t.)spp=64, fine-tuned=true2025.12 | 0.1553 | 0.0536 | |
| Senspp=322025.12 | 0.2731 | 0.1005 | |
| Bako (f.t.)spp=16, fine-tuned=true2025.12 | 0.2934 | 0.0762 | |
| Nonlinear Noise2Noise (Large)spp=8, Model size=Large2025.12 | 0.294 | 0.07 | |
| Nonlinear Noise2Noise (Original)spp=8, Model size=Original2025.12 | 0.3193 | 0.0707 | |
| Senspp=162025.12 | 0.3348 | 0.0986 | |
| Bako (f.t.)spp=4, fine-tuned=true2025.12 | 0.4932 | 0.1173 | |
| Senspp=82025.12 | 0.567 | 0.0987 | |
| Nonlinear Noise2Noise (Large)spp=4, Model size=Large2025.12 | 0.613 | 0.0819 | |
| Bako (f.t.)spp=8, fine-tuned=true2025.12 | 0.8471 | 0.094 | |
| Nonlinear Noise2Noise (Original)spp=4, Model size=Original2025.12 | 0.8619 | 0.0815 | |
| Bitterlispp=642025.12 | 0.8747 | 0.0566 | |
| Bitterlispp=1282025.12 | 0.9039 | 0.0565 | |
| Bitterlispp=82025.12 | 0.9149 | 0.0818 | |
| Bitterlispp=162025.12 | 0.9488 | 0.07 | |
| Senspp=42025.12 | 1.0352 | 0.1009 | |
| Bitterlispp=42025.12 | 1.0847 | 0.1014 | |
| Bakospp=42025.12 | 1.0867 | 0.1294 | |
| Bitterlispp=322025.12 | 1.1344 | 0.063 | |
| Kalantarispp=42025.12 | 1.5814 | 0.0869 | |
| Kalantarispp=642025.12 | 1.6228 | 0.0393 | |
| Roussellespp=322025.12 | 1.6447 | 0.0685 | |
| Kalantarispp=82025.12 | 1.6684 | 0.0708 | |
| Roussellespp=642025.12 | 1.6974 | 0.0547 | |
| Kalantarispp=1282025.12 | 1.7394 | 0.0414 | |
| Kalantarispp=322025.12 | 1.7398 | 0.0516 | |
| Inputspp=1282025.12 | 1.7717 | 0.0488 | |
| Kalantarispp=162025.12 | 1.8151 | 0.06 | |
| Roussellespp=1282025.12 | 1.8176 | 0.0466 | |
| Roussellespp=42025.12 | 2.0416 | 0.1575 | |
| Roussellespp=162025.12 | 2.0481 | 0.0898 | |
| Roussellespp=82025.12 | 2.0721 | 0.1175 | |
| Inputspp=82025.12 | 7.4732 | 0.3995 | |
| Bakospp=82025.12 | 8.1238 | 0.119 | |
| Inputspp=162025.12 | 11.0416 | 0.3373 | |
| Inputspp=642025.12 | 12.0608 | 0.2223 | |
| Inputspp=322025.12 | 16.5478 | 0.2775 | |
| Inputspp=42025.12 | 17.3054 | 0.4648 | |
| Bakospp=162025.12 | 21.3297 | 0.1128 | |
| Bakospp=322025.12 | 31.44 | 0.1106 |