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Replication Failure and Trivial Baselines in Road-Level Crash Prediction

This story is from 2026-09-30. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.35917v1 Announce Type: new Abstract: Graph neural networks are increasingly applied to road-level crash prediction, but the stability of their reported gains has received little scrutiny. We independently reconstruct the data pipeline of a recent uncertainty-aware model and evaluate elev…

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  1. 2026-09-30 04:00 · arXiv cs.LG
    Replication Failure and Trivial Baselines in Road-Level Crash Prediction

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