ResearchDatasetsLLM-simulated scientistsFollowBenchmarksTask NameDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyTask NameDataset NameSOTA ResultTrendResultsAutomated Research20 LLM-simulated scientists8.963Alignment Score7Automated Research Efficiency Analysis20 LLM-simulated scientists15.8Average API Calls5