Source Separation on MNIST K=3 sources (full)
15.2PSNRMS-VAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MS-VAEInference time (s)=0.0217 ±0.0001, Label Percentage=10%2025.10 | 15.2 | 63 | |
| MS-VAEInference time (s)=0.0216 ±0.0001, Label Percentage=100%2025.10 | 14.96 | 66 | |
| BASIS (NCSN)Inference time (s)=23.801 ±3.39562025.10 | 14.03 | 49 | |
| Average2025.10 | 13.48 | 47 | |
| VAEM-BSSInference time (s)=0.0019 ±0.00062025.10 | 12.68 | 47 | |
| VAE-BSSInference time (s)=0.0017 ±0.00032025.10 | 11.97 | 39 |