Event Denoising on E-MLB Night
1.042ESR (ND1)TS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TSCategory=Model-based, Type=ED only, #Hyperparams=32026.05 | 1.042 | 1.065 | 1.015 | 1.003 | |
| MLPFCategory=Learning-based, Type=ED only, #Hyperparams=-2026.05 | 1.028 | 1.011 | 1.053 | 1.12 | |
| DWFCategory=Model-based, Type=ED only, #Hyperparams=32026.05 | 1.017 | 1.001 | 0.955 | 0.94 | |
| ProposedCategory=Model-based, Type=Joint approach, #Hyperparams=32026.05 | 0.994 | 1.009 | 1.083 | 1.263 | |
| EJACategory=Model-based, Type=Joint approach, #Hyperparams=22026.05 | 0.982 | 0.995 | 1.036 | 1.152 | |
| BAFCategory=Model-based, Type=ED only, #Hyperparams=22026.05 | 0.977 | 0.962 | 0.911 | 0.939 | |
| EVFlowCategory=Model-based, Type=ED only, #Hyperparams=32026.05 | 0.967 | 0.968 | 0.869 | 0.831 | |
| KNoiseCategory=Model-based, Type=ED only, #Hyperparams=22026.05 | 0.963 | 0.956 | 0.881 | 0.853 | |
| YNoiseCategory=Model-based, Type=ED only, #Hyperparams=32026.05 | 0.927 | 0.918 | 0.921 | 0.985 | |
| RawCategory=Model-based, Type=ED only, #Hyperparams=-2026.05 | 0.889 | 0.822 | 0.782 | 0.761 | |
| EDnCNNCategory=Learning-based, Type=ED only, #Hyperparams=-2026.05 | 0.827 | 0.728 | 0.669 | 0.63 |