ResearchTasksLLM Hallucination DetectionLLM Hallucination DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedContextualJudgeBenchDeepSeek-R192Refusal Rate (Ans.)20Mar 26, 2026HaluEval (random sample of 1,000 text pairs)LAG-XAI (cheap geometric check)95.3Recall1Apr 8, 2026