ResearchTasksUtterance ClassificationUtterance ClassificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedKey shifts 4 turns Phase 2Claude Sonnet83F1 Score12May 15, 2026Phase 2 debugging Overall 13 turnsClaude Sonnet91F1 Score12May 15, 2026Architecture Deliberation Key shifts (4 turns) Phase 3Claude Sonnet 492F1 Score4May 15, 2026Architecture Deliberation 19 turns Phase 3 (Overall)Claude Sonnet 485F1 Score4May 15, 2026