ResearchTasksAutomated Machine LearningAutomated Machine LearningFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updated80 tasks all (test)PSEO1.36Average Test Rank19Mar 26, 2026MLE-BenchFM Agent96.89Valid Submission Rate14Apr 24, 2026iML-BenchiML47Predict Eff. Arg.5Feb 26, 2026