# ParseBench (Kaggle) leaderboard

external benchmark

> Every figure below is reproduced as its upstream source published it: nothing is modelled, estimated, interpolated or converted. `Unavailable` means no source published the value — it is never a zero. Each value carries its evidence state and the date it was observed.

Page: https://modelscale.dev/leaderboards/benchmarks/external-parse-bench

ParseBench Document Parsing (Kaggle task v4). Every model the catalog carries a published ParseBench (Kaggle) value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Published Kaggle leaderboard aggregates |
| Tasks | 2,078 source pages across five dimensions |
| Difficulty | — |
| Published by | [ParseBench: A Document Parsing Benchmark for AI Agents](https://arxiv.org/abs/2604.08538) |

Tests document parsing across tables, charts, content faithfulness, semantic formatting, and visual grounding.

## ParseBench (Kaggle) ranking

No model in the catalog has a published ParseBench (Kaggle) score. The benchmark is defined by ParseBench: A Document Parsing Benchmark for AI Agents, but the catalog carries no value for it yet. An absent value is shown as absent here rather than as a zero.

Rows are ordered by the value the source published, highest first. The source does not state whether a higher value is the better result, so this document does not either: for a benchmark that measures a rate of failure, read the table from the bottom.