ParseBench (Kaggle) leaderboard

ParseBench (Kaggle) (ParseBench Document Parsing (Kaggle task v4)) is an external benchmark published by ParseBench: A Document Parsing Benchmark for AI Agents. Tests document parsing across tables, charts, content faithfulness, semantic formatting, and visual grounding. Its evaluation set is described by the source as 2,078 source pages across five dimensions.

Each model's result is published by ParseBench: A Document Parsing Benchmark for AI Agents 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.