Source Separation on MNIST K=2 sources (full)
30.23PSNRBASIS (NCSN)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BASIS (NCSN)Inference time (s)=23.801 ±3.39562025.10 | 30.23 | 92 | |
| VAEM-BSSInference time (s)=0.0019 ±0.00062025.10 | 17.01 | 75 | |
| MS-VAEInference time (s)=0.0217 ±0.0001, Label Percentage=10%2025.10 | 16.87 | 72 | |
| MS-VAEInference time (s)=0.0216 ±0.0001, Label Percentage=100%2025.10 | 16.76 | 76 | |
| Average2025.10 | 14.75 | 61 | |
| VAE-BSSInference time (s)=0.0017 ±0.00032025.10 | 13.92 | 54 | |
| LASSInference time (s)=0.0065 ±0.0007, top-k=322025.10 | 13.21 | 60 |