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Benchmarks
Temporal Point Process modeling on Poisson synthetic (test)
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0.9945
NLL
Jump ODE
0.993848
0.998249
1.00265
1.007051
Oct 25, 2021
NLL
Updated 4d ago
Evaluation Results
Method
Method
Links
NLL
Jump ODE
Temporal Dynamics=Cont...
2021.10
0.9945
Ground truth
2021.10
0.9996
Without history
2021.10
1.0046
Discrete GRU
2021.10
1.0097
Coupling flow
Temporal Dynamics=Cont...
2021.10
1.0099
GRU-ODE
Temporal Dynamics=Mixed
2021.10
1.01
GRU flow
Temporal Dynamics=Mixed
2021.10
1.01
Coupling flow
Temporal Dynamics=Mixed
2021.10
1.0103
ResNet flow
Temporal Dynamics=Mixed
2021.10
1.0104
ResNet flow
Temporal Dynamics=Cont...
2021.10
1.0105
ODE-LSTM
Temporal Dynamics=Mixed
2021.10
1.0108
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