L1-Non-negative Matrix Factorization on MNIST noisy
0.428Final Relative Residual (res)sCD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| sCDNoise level=0%2026.03 | 0.428 | 29 | 81 | 6.2 | 5.8 | |
| CDNoise level=0%2026.03 | 0.437 | 5 | 81 | 6.2 | 5.8 | |
| SUBNoise level=0%2026.03 | 0.448 | 7 | 81 | 6.2 | 5.8 | |
| NSNoise level=0%2026.03 | 0.453 | 183 | 81 | 6.2 | 5.8 | |
| sCDNoise level=4%2026.03 | 0.572 | 24 | 79 | 5.4 | 4.8 | |
| CDNoise level=4%2026.03 | 0.581 | 5 | 79 | 5.4 | 4.8 | |
| SUBNoise level=4%2026.03 | 0.593 | 6.8 | 79 | 5.4 | 4.8 | |
| NSNoise level=4%2026.03 | 0.6 | 177 | 79 | 5.4 | 4.8 | |
| sCDNoise level=8%2026.03 | 0.675 | 22 | 76 | 4.8 | 4.4 | |
| CDNoise level=8%2026.03 | 0.685 | 5 | 76 | 4.8 | 4.4 | |
| SUBNoise level=8%2026.03 | 0.703 | 7 | 76 | 4.8 | 4.4 | |
| NSNoise level=8%2026.03 | 0.71 | 178 | 76 | 4.8 | 4.4 | |
| sCDNoise level=12%2026.03 | 0.75 | 20 | 74 | 4.3 | 4 | |
| CDNoise level=12%2026.03 | 0.76 | 5 | 74 | 4.3 | 4 | |
| SUBNoise level=12%2026.03 | 0.783 | 6.8 | 74 | 4.3 | 4 | |
| NSNoise level=12%2026.03 | 0.789 | 166 | 74 | 4.3 | 4 | |
| sCDNoise level=16%2026.03 | 0.804 | 19 | 71 | 3.9 | 3.8 | |
| CDNoise level=16%2026.03 | 0.813 | 5 | 71 | 3.9 | 3.8 | |
| SUBNoise level=16%2026.03 | 0.837 | 6.7 | 71 | 3.9 | 3.8 | |
| NSNoise level=16%2026.03 | 0.84 | 176 | 71 | 3.9 | 3.8 |