ResearchTasksVisual Needle In A HaystackVisual Needle In A HaystackFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMMLongBench MM-NIAH Reason.Baseline51.87Accuracy2Jun 23, 2026MMLongBench MM-NIAH RetrievBaseline25.56Accuracy2Jun 23, 2026MMLongBench MM-NIAH CountFOCUS38.95Soft Accuracy2Jun 23, 2026MMLongBench VH-MultiFOCUS54.77Accuracy2Jun 23, 2026MMLongBench VH-SingleFOCUS55.85Accuracy2Jun 23, 2026