ResearchTasksLong-horizon evaluationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedLMSYS-Chat-1M 144 trajectories with more than 50 turnsEvoSpec3.67Overall MAL2May 28, 2026