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Out-of-sample crash prediction research benchmarks · SOTA2 Research

Out-of-sample crash prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

City Crash and Exposure Data (Total LOCO) (All cities)

-28.19Predictive Log-Likelihood

5

Jun 17, 2026

City Crash and Exposure Data Austin (held-out)

-8.16Predictive log-likelihood

5

Jun 17, 2026

City Crash and Exposure Data (Los Angeles held-out)

-7.43Predictive log-likelihood

5

Jun 17, 2026

City Crash and Exposure Data Phoenix (held-out)

-5.78Predictive Log-Likelihood

5

Jun 17, 2026

City Crash and Exposure Data (San Francisco held-out)

-6.63Predictive Log-Likelihood

5

Jun 17, 2026

Popular datasets

City Crash and Exposure Data

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