Blind Source Separation on Synthetic fMRI dataset
96.7Score (lv1)DPCA1b
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DPCA1bsparsity parameter lambda=0.67, rho1=0.12, rho2=0.24, iterations=302024.11 | 96.7 | 97.8 | 97.2 | 97.9 | 91.1 | 79.9 | 96.6 | 96.7 | 94.2 | 1.9 | |
| DPCA2sparsity parameter lambda=0.67, rho1=0.12, rho2=0.24, iterations=302024.11 | 96.7 | 97.8 | 97.3 | 97.9 | 89.9 | 78.7 | 96.5 | 96.8 | 93.9 | 2 | |
| PMDsparsity parameter=0.43, iterations=default2024.11 | 94.9 | 97 | 93 | 91.1 | 88.7 | 85 | 91.4 | 94.7 | 92 | 2.6 | |
| DPCA1asparsity parameter lambda=0.67, iterations=302024.11 | 92.6 | 94.7 | 94.2 | 96.7 | 87.9 | 81.9 | 89.3 | 86.7 | 90.5 | 3.2 | |
| SPCA+ICAsparsity parameter=GT-based, iterations=default2024.11 | 91.6 | 96 | 92.4 | 84.6 | 58.2 | 59.8 | 91.3 | 76.3 | 81.3 | 3.7 | |
| PCA+ICAiterations=default2024.11 | 90.9 | 93.2 | 91.9 | 77.9 | 81 | 72 | 87 | 91.9 | 85.7 | 4.8 | |
| PPCA+ICAsparsity parameter=0.005, iterations=302024.11 | 89.9 | 91.4 | 92.2 | 60.8 | 69.6 | 64.9 | 90.6 | 93 | 81.6 | 2.8 | |
| GPowersparsity parameter=0.3, iterations=default2024.11 | 88.4 | 95.7 | 89.8 | 95.1 | 60.1 | 84.7 | 85.6 | 82.4 | 85.2 | 5.6 |