Temporal Point Process modeling on Poisson synthetic (test)
0.9945NLLJump ODE
Evaluation Results
| Method | Links | |
|---|---|---|
| Jump ODETemporal Dynamics=Continuous2021.10 | 0.9945 | |
| Ground truth2021.10 | 0.9996 | |
| Without history2021.10 | 1.0046 | |
| Discrete GRU2021.10 | 1.0097 | |
| Coupling flowTemporal Dynamics=Continuous2021.10 | 1.0099 | |
| GRU-ODETemporal Dynamics=Mixed2021.10 | 1.01 | |
| GRU flowTemporal Dynamics=Mixed2021.10 | 1.01 | |
| Coupling flowTemporal Dynamics=Mixed2021.10 | 1.0103 | |
| ResNet flowTemporal Dynamics=Mixed2021.10 | 1.0104 | |
| ResNet flowTemporal Dynamics=Continuous2021.10 | 1.0105 | |
| ODE-LSTMTemporal Dynamics=Mixed2021.10 | 1.0108 |