ResearchTasksAmbiguity DetectionAmbiguity DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedAmbigQAH0 topology79.5F1 Score29Jun 23, 2026AmbiEntShaQ (Max Span)74.6F1 Score11May 28, 2026InViG Real World 1.0 (test)Half-Full Disambig. (AR)89.8Precision2Feb 26, 2026InViG Simulation 1.0 (test)Half-Full Disambig. (AR)100Precision2Feb 26, 2026Tier III 10% noiseSymLang91.3Ambiguity Detection Accuracy1Mar 10, 2026