Source Separation on MNIST 2 Source Mixtures (test)
37.44PSNRSupervised Flow
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Supervised FlowUnsupervised=false, Generative=true2026.06 | 37.44 | 0.001 | 99.2 | 19.47 | |
| SURF (ReMixIT)Unsupervised=true, Generative=true2026.06 | 37.26 | 0.001 | 99.2 | 19.57 | |
| SURF (Self-Remixing)Unsupervised=true, Generative=true2026.06 | 37.03 | 0.001 | 99.1 | 19.56 | |
| BASISUnsupervised=false, Generative=true2026.06 | 29.67 | 0.005 | 91.9 | 38.62 | |
| Supervised RegressionUnsupervised=false, Generative=false2026.06 | 26.02 | 0.007 | 96.3 | 25.44 | |
| Regression (Self-Remixing)Unsupervised=true, Generative=false2026.06 | 23.13 | 0.01 | 91 | 28.14 | |
| Regression (ReMixIT)Unsupervised=true, Generative=false2026.06 | 22.81 | 0.011 | 91.5 | 30.55 | |
| MixITUnsupervised=true, Generative=false2026.06 | 21.9 | 0.011 | 92.9 | 30.89 |