Temporal Point Process modeling on Renewal synthetic (test)
0.2598NLLDiscrete GRU
Evaluation Results
| Method | Links | |
|---|---|---|
| Discrete GRU2021.10 | 0.2598 | |
| GRU-ODETemporal Dynamics=Mixed2021.10 | 0.2601 | |
| ResNet flowTemporal Dynamics=Mixed2021.10 | 0.2603 | |
| ODE-LSTMTemporal Dynamics=Mixed2021.10 | 0.2605 | |
| Coupling flowTemporal Dynamics=Mixed2021.10 | 0.2605 | |
| GRU flowTemporal Dynamics=Mixed2021.10 | 0.2608 | |
| Ground truth2021.10 | 0.2667 | |
| Coupling flowTemporal Dynamics=Continuous2021.10 | 0.272 | |
| Without history2021.10 | 0.2837 | |
| ResNet flowTemporal Dynamics=Continuous2021.10 | 0.2851 | |
| Jump ODETemporal Dynamics=Continuous2021.10 | 0.3124 |