OmniDocBench

Document parsing overall score, higher is better

v1.6multimodalactive

Score, PaddleOCR-VL-1.6 paper table

9scores

9models

0independent

0maintainer-run

9vendor-reported

Definition

Version: v1.6
Category: multimodal
Maintainer: not in the notes
Status: active
Home page: not in the notes

Sources

arxiv.org/pdf/2606.03264 https://arxiv.org/pdf/2606.03264

Scores at a Glance

Score, PaddleOCR-VL-1.6 paper table

Higher is better for this unit.

PaddleOCR-VL-1.6Baiduoverall

96.33 score

vendor-reported2

MinerU2.5-ProOpenDataLaboverall

95.75 score

vendor-reported3

GLM-OCRZ.ai (Zhipu)overall

95.22 score

vendor-reported4

PaddleOCR-VL-1.5Baiduoverall

94.93 score

vendor-reported5

MinerU2.5 (MinerU-2.5)OpenDataLaboverall

93.04 score

vendor-reported6

Gemini 3 ProGoogle DeepMind, Googleoverall

92.91 score

vendor-reported7

Gemini 3 FlashGoogleoverall

92.62 score

vendor-reported8

dots.ocrrednote (Xiaohongshu)overall

90.77 score

vendor-reported9

DeepSeek-OCR 2DeepSeekoverall

90.25 score

vendor-reported

0255075100

Where this comes from

Each bar is one model, with its most independent recorded score. Hatched bars are vendor-reported; the word beside each bar says who ran it. Settings and dates differ between rows; the Scores table below has every result.

Scores

Model	Score	Who ran it	Setting	View or population	Date	Source
PaddleOCR-VL-1.6	96.33 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
MinerU2.5-Pro	95.75 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
GLM-OCR	95.22 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
PaddleOCR-VL-1.5	94.93 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
MinerU2.5 (MinerU-2.5)	93.04 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
Gemini 3 Pro	92.91 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
Gemini 3 Flash	92.62 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
dots.ocr	90.77 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
DeepSeek-OCR 2	90.25 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org

Where this comes from

Scores from different settings, harnesses or dates are not directly comparable; the row says which. Sorted by score, highest first, as a reading aid, not a ranking.

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "OmniDocBench", https://aurion.semai.id/benchmarks/omnidocbench-v1-6/, records of October 2026.