ResearchTasksPaper-to-Code ReproductionFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedPaper2CodeGold Repo4.75Ref-Free Score10Apr 21, 2026PaperBench Code (dev)Paper2Code + auto-plan & code optimized78.6Final Score9Apr 9, 2026PaperBench Code ICML 2024 (dev)paper2code + auto-plan & code optimized0.786Average Score6Feb 26, 2026
PaperBench Code ICML 2024 (dev)paper2code + auto-plan & code optimized0.786Average Score6Feb 26, 2026