ResearchBenchmarksCode Understanding on MLE-Bench AI4CodeCode Understanding on MLE-Bench AI4CodeFollow83.56ScoreScientistOne69.083272.841676.680.3584May 25, 2026Evaluation resultsMethodMethodLinksScoreHighlightScientistOne2026.0583.56—DeepScientist2026.0569.64—