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Papers Benchmarks Datasets Tasks

Spatiotemporal point process modeling research benchmarks · SOTA2 Research

Spatiotemporal point process modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic Spatiotemporal Self Correcting process (STSC) DS3 (test)

-1.393Log-Likelihood

4

Feb 26, 2026

Synthetic Spatiotemporal Self Correcting process (STSC) DS2 (test)

-1.366Log-Likelihood

4

Feb 26, 2026

Synthetic Spatiotemporal Self Correcting process (STSC) DS1 (test)

-1.027Log-Likelihood

4

Feb 26, 2026

Synthetic Spatiotemporal Hawkes process (STH) DS3 (test)

-3.633LL

4

Feb 26, 2026

Synthetic Spatiotemporal Hawkes process (STH) DS2 (test)

-2.53Log-Likelihood

4

Feb 26, 2026

Synthetic Spatiotemporal Hawkes process (STH) DS1 (test)

-3.824Log-Likelihood

4

Feb 26, 2026

Popular datasets

Synthetic Spatiotemporal Self Correcting process (STSC)Synthetic Spatiotemporal Hawkes process (STH)Synthetic Spatiotemporal Hawkes process

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