Predicting steel yield strength from composition

Predict the yield strength of a steel in MPa from its chemical formula alone, over 312 measured alloys.

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Each route’s best scored commit. MAE (MPa), lower is better; a bar runs from the baseline to the record.

#	Route	MAE (MPa) ↓	vs baseline
—	Baseline · Best on the Matbench leaderboard (TPOT-Mat) as reported by Matbench, as of 2026-10-20; no code for it here yet	79.9468	the bars start here