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Papers Benchmarks Datasets Tasks

Car-following acceleration prediction research benchmarks · SOTA2 Research

Car-following acceleration prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NGSIM 80/20 vehicle split Pipeline S (test)

97.2R2 Score

11

Jun 11, 2026

NGSIM Pipeline R rolling-mean filtered, 0.8 s shift (test)

37.54Rolling R2

10

Jun 11, 2026

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