ResearchDatasetsLLM-simulated scientistsLLM-simulated scientistsFollowBenchmarksTaskDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyTaskDatasetSOTA resultTrendResultsAutomated Research20 LLM-simulated scientists8.963Alignment Score7Automated Research Efficiency Analysis20 LLM-simulated scientists15.8Average API Calls5