ResearchTasksMulti-modal Hallucination EvaluationMulti-modal Hallucination EvaluationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedAMBERZero-shot9.2CHAIR28Jun 12, 2026MMHal-Bench v1.0 (test)InstructBLIP2.14Overall Score12Feb 26, 2026MMHal-BenchPAI1.83Attribute Failure Score5Jun 30, 2026