Event Denoising on E-MLB (Day)
0.919ESR (ND1)TS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TSCategory=Model-based, Type=ED only, #Hyperparams=32026.05 | 0.919 | 0.903 | 0.901 | 0.882 | |
| MLPFCategory=Learning-based, Type=ED only, #Hyperparams=-2026.05 | 0.916 | 0.925 | 0.921 | 0.919 | |
| ProposedCategory=Model-based, Type=Joint approach, #Hyperparams=32026.05 | 0.89 | 0.912 | 0.921 | 0.93 | |
| DWFCategory=Model-based, Type=ED only, #Hyperparams=32026.05 | 0.886 | 0.889 | 0.89 | 0.884 | |
| EJACategory=Model-based, Type=Joint approach, #Hyperparams=22026.05 | 0.875 | 0.9 | 0.902 | 0.911 | |
| BAFCategory=Model-based, Type=ED only, #Hyperparams=22026.05 | 0.851 | 0.86 | 0.865 | 0.857 | |
| YNoiseCategory=Model-based, Type=ED only, #Hyperparams=32026.05 | 0.841 | 0.847 | 0.844 | 0.842 | |
| KNoiseCategory=Model-based, Type=ED only, #Hyperparams=22026.05 | 0.836 | 0.827 | 0.82 | 0.808 | |
| RawCategory=Model-based, Type=ED only, #Hyperparams=-2026.05 | 0.817 | 0.823 | 0.815 | 0.785 | |
| EVFlowCategory=Model-based, Type=ED only, #Hyperparams=32026.05 | 0.8 | 0.785 | 0.779 | 0.731 | |
| EDnCNNCategory=Learning-based, Type=ED only, #Hyperparams=-2026.05 | 0.676 | 0.731 | 0.731 | 0.732 |