Real5-OmniDocBench

Document parsing on real-world captures

multimodalactive

Score, PaddleOCR-VL-1.6 paper table

9scores

9models

0independent

0maintainer-run

9vendor-reported

Definition

Version: not in the notes
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

93.19 score

vendor-reported2

PaddleOCR-VL-1.5Baiduoverall

92.05 score

vendor-reported3

GLM-OCRZ.ai (Zhipu)overall

90.32 score

vendor-reported4

Gemini 3 ProGoogle DeepMind, Googleoverall

89.24 score

vendor-reported5

MinerU2.5-ProOpenDataLaboverall

88.96 score

vendor-reported6

dots.ocrrednote (Xiaohongshu)overall

86.38 score

vendor-reported7

MinerU2.5 (MinerU-2.5)OpenDataLaboverall

85.61 score

vendor-reported8

DeepSeek-OCRDeepSeekoverall

73.99 score

vendor-reported9

DeepSeek-OCR 2DeepSeekoverall

73.01 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	93.19 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
PaddleOCR-VL-1.5	92.05 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
GLM-OCR	90.32 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
Gemini 3 Pro	89.24 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
MinerU2.5-Pro	88.96 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
dots.ocr	86.38 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
MinerU2.5 (MinerU-2.5)	85.61 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
DeepSeek-OCR	73.99 score	vendor-reported	overall	PaddleOCR-VL-1.6 paper table	2 Jun 2026	arxiv.org
DeepSeek-OCR 2	73.01 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, "Real5-OmniDocBench", https://aurion.semai.id/benchmarks/real5-omnidocbench/, records of October 2026.