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Temporal Point Process modeling on Hawkes1 synthetic (test)
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0.6405
Negative Log-Likelihood
Ground truth
0.634816
0.673183
0.71155
0.749917
Oct 25, 2021
Negative Log-Likelihood
Updated 4d ago
Evaluation Results
Method
Method
Links
Negative Log-Likelihood
Ground truth
2021.10
0.6405
GRU-ODE
Temporal Dynamics=Mixed
2021.10
0.6419
Discrete GRU
2021.10
0.6424
ResNet flow
Temporal Dynamics=Cont...
2021.10
0.6426
GRU flow
Temporal Dynamics=Mixed
2021.10
0.6439
Coupling flow
Temporal Dynamics=Cont...
2021.10
0.6441
ResNet flow
Temporal Dynamics=Mixed
2021.10
0.6443
ODE-LSTM
Temporal Dynamics=Mixed
2021.10
0.6448
Coupling flow
Temporal Dynamics=Mixed
2021.10
0.645
Jump ODE
Temporal Dynamics=Cont...
2021.10
0.6461
Without history
2021.10
0.7826
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