ContractNLI

ContractNLI: Measures legal reasoning, contract review, statute interpretation, or legal-domain QA.

4rows
nli_accuracyprimary metric
2026-05-27sampled

Metadata

ID
contractnli
Category
Legal
Release
2021-10-05

Metrics

NLI accuracy, NLI F1 (contradiction), NLI F1 (entailment), Evidence mAP, Evidence P@R80

Latest Results

Rows are parsed from the ContractNLI paper arXiv LaTeX main results table.

Rank Subject NLI accuracy Model Match Provenance Sampled
1 Span NLI (BERTlarge) 0.875 — Imported 2026-05-27
2 Span NLI (BERTbase) 0.838 — Imported 2026-05-27
3 Doc TF-IDF+SVM 0.733 — Imported 2026-05-27
4 Majority vote 0.674 — Imported 2026-05-27