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ResearchFormerly WizWand

Textual Entailment

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

NeuralLog (full system)

90.3Accuracy

21

Feb 26, 2026

Levy/Holt (test)

0.356AUPRC

11

Feb 26, 2026

44.3AUPRC

9

Feb 26, 2026

44.1ASR

8

Mar 12, 2026

38.2ASR

8

Mar 12, 2026

22.1ASR

8

Mar 12, 2026

XNLI seen languages XTREME (test)

0.764F1 Score

6

Mar 20, 2026

85.5Attack Success Rate

6

Feb 26, 2026

FewGLUE CB (CommitmentBank) few-shot (32 examples) (dev)

92.4F1 Score

6

Feb 26, 2026

FewGLUE CB (CommitmentBank) few-shot (32 examples) (test)

79.9F1 Score

4

Feb 26, 2026