ResearchTasksLLM Agent OptimizationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedReal-API 300 turns (evaluation)Task-aware raw263.5Token Usage5Jun 23, 2026