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Temporal Point Process modeling on Renewal synthetic (test)
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0.2598
NLL
Discrete GRU
0.257696
0.271898
0.2861
0.300302
Oct 25, 2021
NLL
Updated 4d ago
Evaluation Results
Method
Method
Links
NLL
Discrete GRU
2021.10
0.2598
GRU-ODE
Temporal Dynamics=Mixed
2021.10
0.2601
ResNet flow
Temporal Dynamics=Mixed
2021.10
0.2603
ODE-LSTM
Temporal Dynamics=Mixed
2021.10
0.2605
Coupling flow
Temporal Dynamics=Mixed
2021.10
0.2605
GRU flow
Temporal Dynamics=Mixed
2021.10
0.2608
Ground truth
2021.10
0.2667
Coupling flow
Temporal Dynamics=Cont...
2021.10
0.272
Without history
2021.10
0.2837
ResNet flow
Temporal Dynamics=Cont...
2021.10
0.2851
Jump ODE
Temporal Dynamics=Cont...
2021.10
0.3124
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