ResearchTasksLLM-as-a-Judge Evaluation ConsistencyLLM-as-a-Judge Evaluation ConsistencyFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedRewardBenchCalibraEval83.25Kappa36Feb 26, 2026MTBenchCalibraEval71.88Kappa6Feb 26, 2026PreferenceBenchCalibraEval79.73Kappa4Feb 26, 2026