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Papers Benchmarks Datasets Tasks

Ambiguity Detection research benchmarks · SOTA2 Research

Ambiguity Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

79.5F1 Score

29

Jun 23, 2026

ShaQ (Max Span)

74.6F1 Score

11

May 28, 2026

InViG Real World 1.0 (test)

Half-Full Disambig. (AR)

89.8Precision

2

Feb 26, 2026

InViG Simulation 1.0 (test)

Half-Full Disambig. (AR)

100Precision

2

Feb 26, 2026

Tier III 10% noise

91.3Ambiguity Detection Accuracy

1

Mar 10, 2026

Popular datasets

InViG AMBIGQA Tier III AmbiEnt

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