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Aspect-Category-Opinion-Sentiment Quadruple Extraction on Restaurant ACOS (test)

41.12PrecisionAdjudication (Adj)
3.1613.01522.8732.725Jan 23, 2026

Evaluation results

MethodLinks
Adjudication (Adj)Model Scale=Med2026.0141.1239.9540.53
Adjudication (Adj)Model Scale=Mini2026.0132.930.4531.63
Annotator A1Model Scale=Mini2026.0132.1128.7130.31
Adjudication (Adj)Model Scale=Small2026.0130.8629.1429.98
Annotator A1Model Scale=Med2026.0129.3727.5128.41
Annotator A2Model Scale=Small2026.0124.2721.7222.92
Annotator A3Model Scale=Med2026.0124.2721.7222.92
Annotator A1Model Scale=Small2026.0122.6720.1921.36
Annotator A2Model Scale=Mini2026.0121.2721.5121.39
Annotator A2Model Scale=Med2026.0117.4817.4617.47
Annotator A3Model Scale=Small2026.0116.8814.7415.73
Annotator A3Model Scale=Mini2026.014.625.895.18