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ResearchFormerly WizWand

Acceptability Classification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

CoLA out-of-domain (dev test)

84.9Accuracy

24

Feb 26, 2026

CoLA English (IDD)

En-BERT + TDAext

88.2Accuracy

12

Feb 26, 2026

RuCoLA OODD Russian

Ru-ROBERTa + TDA

81Accuracy

12

Feb 26, 2026

RuCoLA Russian (IDD)

Ru-ROBERTa + TDAext

85.7Accuracy

12

Feb 26, 2026

74.2Accuracy

12

Feb 26, 2026

76.9Accuracy

12

Feb 26, 2026

86.8Accuracy

12

Feb 26, 2026

92.8Accuracy

12

Feb 26, 2026

CoLA in-domain (dev)

88.6Accuracy

12

Feb 26, 2026