Loading page…
Preferred languages
More languages supported by Google Translate
Open the selector to load the current language catalog.
Translations are provided by Google Translate.
Loading page…
Preferred languages
More languages supported by Google Translate
Open the selector to load the current language catalog.
Translations are provided by Google Translate.
external benchmark
ExtractBench Schema-Guided Extraction (Kaggle task v6). Every model the catalog carries a published ExtractBench (Kaggle) value for, ranked by that value.
Tests schema-guided extraction from enterprise documents, including complete records, missing values, and source evidence.
The benchmark is defined by ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction, but the catalog carries no value for it yet. An absent value is shown as absent here rather than as a zero.
What the benchmark measures and how its value is published, from the source’s own record.
ExtractBench (Kaggle) (ExtractBench Schema-Guided Extraction (Kaggle task v6)) is an external benchmark published by ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction. Tests schema-guided extraction from enterprise documents, including complete records, missing values, and source evidence. Its evaluation set is described by the source as 370 documents; 4,869 pages; 67 document types.
Each model's result is published by ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction as published Kaggle leaderboard aggregates. ModelScale prints that value to 1 decimal place, exactly as published, and never converts or rescales it. This page ranks the 0 models that carry a published value, highest value first; a model the source never scored is left out rather than ranked at zero. The source does not state whether a higher value is the better result, so neither does this page.