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Earthquake

Benchmarks

Task NameDataset NameSOTA ResultTrend
Next-event time and location predictionEarthquake
Temporal RMSE0.341
10
Marked Temporal Point Process PredictionEarthquake (test)
RMSE1.542
10
Generative ModelingEarthquake Spherical Dataset
NLL0.28
7
Generative ModelingEarthquake (test)
Test NLL-0.4
7
Event Sequence ModelingEarthquake
Log-Likelihood-1.828
6
Distribution GenerationEarthquake
NLL-0.27
6
Skeleton Estimationearthquake
F1 Score97.78
3
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