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Temporal Point Process modeling on Hawkes2 synthetic (test)
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0.1192
NLL
Ground truth
0.114552
0.145926
0.1773
0.208674
Oct 25, 2021
NLL
Updated 4d ago
Evaluation Results
Method
Method
Links
NLL
Ground truth
2021.10
0.1192
GRU-ODE
Temporal Dynamics=Mixed
2021.10
0.1239
ResNet flow
Temporal Dynamics=Mixed
2021.10
0.1249
ODE-LSTM
Temporal Dynamics=Mixed
2021.10
0.1253
Coupling flow
Temporal Dynamics=Mixed
2021.10
0.1254
Discrete GRU
2021.10
0.1267
GRU flow
Temporal Dynamics=Mixed
2021.10
0.127
Coupling flow
Temporal Dynamics=Cont...
2021.10
0.1376
ResNet flow
Temporal Dynamics=Cont...
2021.10
0.1813
Jump ODE
Temporal Dynamics=Cont...
2021.10
0.2246
Without history
2021.10
0.2354
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