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Univariate Temporal Point Process modeling research benchmarks · SOTA2 Research

Univariate Temporal Point Process modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Self-correcting synthetic (test)

-1.478Negative Log-Likelihood (NLL)

14

Jul 3, 2026

Renewal2 synthetic (test)

-2.097NLL

14

Jul 3, 2026

Renewal1 synthetic (test)

-1.952NLL

14

Jul 3, 2026

Popular datasets

Renewal1 Renewal2 Self-correcting

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