ML Research Wiki / Benchmarks / Natural Language Understanding / LexGLUE

LexGLUE

Natural Language Understanding Benchmark

Performance Over Time

šŸ“Š Showing 8 results | šŸ“ Metric: ECtHR Task A

Top Performing Models

Rank Model Paper ECtHR Task A Date Code
1 CaseLaw-BERT LexGLUE: A Benchmark Dataset for Legal Language Understanding in English 75.60 2021-10-03 šŸ“¦ coastalcph/lex-glue
2 Legal-BERT LexGLUE: A Benchmark Dataset for Legal Language Understanding in English 75.10 2021-10-03 šŸ“¦ coastalcph/lex-glue
3 DeBERTa LexGLUE: A Benchmark Dataset for Legal Language Understanding in English 72.10 2021-10-03 šŸ“¦ coastalcph/lex-glue
4 Longformer LexGLUE: A Benchmark Dataset for Legal Language Understanding in English 72.00 2021-10-03 šŸ“¦ coastalcph/lex-glue
5 RoBERTa LexGLUE: A Benchmark Dataset for Legal Language Understanding in English 71.70 2021-10-03 šŸ“¦ coastalcph/lex-glue
6 BERT LexGLUE: A Benchmark Dataset for Legal Language Understanding in English 70.70 2021-10-03 šŸ“¦ coastalcph/lex-glue
7 BigBird LexGLUE: A Benchmark Dataset for Legal Language Understanding in English 70.40 2021-10-03 šŸ“¦ coastalcph/lex-glue
8 Optimised SVM Baseline The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification 0.00 2021-09-15 -

All Papers (8)

coastalcph/lex-glue
coastalcph/lex-glue
coastalcph/lex-glue
coastalcph/lex-glue
coastalcph/lex-glue
coastalcph/lex-glue
coastalcph/lex-glue