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Spatio-temporal Point Process Modeling research benchmarks · SOTA2 Research

Spatio-temporal Point Process Modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Citibike (test)

0.804Temporal NLL

9

Jun 2, 2026

COVID-19 (test)

0.02Temporal NLL

9

Jun 2, 2026

Earthquake (test)

0.093Temporal Negative Log-Likelihood

9

Jun 2, 2026

Earthquake JP (test)

—

—Primary metric

0

Feb 26, 2026

COVID-19 NY (test)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

COVID-19 Earthquake Earthquake JP Citibike

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