Reported model / MODEL EVIDENCE

BERTbase / Fine-tuned on NDAs

1 benchmarks · 1 observations · 1 sources

Scores at a glance

1 benchmarks · large dot: BERTbase / Fine-tuned on NDAs; small dots: closest models where reported

79.489.2

BERTbase / Fine-tuned on NDAs · ContractNLI · NLI classification accuracy · backbone and fine-tuning comparison ↗

Closest models by score

Similar positions on shared benchmark leaderboards. Smaller gaps are closer.

How similarity is measured

Mean absolute gap in percentile positions on shared benchmark settings; lower is closer. At least 60% overlap is required, with a minimum of three when available. Independent evaluations are used when there are at least three; otherwise published report comparisons are used. Repeated model observations within one setting are averaged before ranking. Writing-style traits and composite indices are excluded. This describes similarity, not an overall quality ranking.

Sources

Every plotted observation links to its evaluation. Reported configurations, benchmark versions and task subsets can differ; similarity describes shared scores, not training lift.

  1. ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts — published result table ↗

    Koreeda, Yuta, Manning, Christopher D. · 2021

Names used in source tables

BERTbase / Fine-tuned on NDAs