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PaddleOCR-VL-1.6: Expanding the Frontier of Document Parsing with Under-Optimized Region Refinement and Progressive Post-Training

PaddleOCR-VL-1.6 applies region-aware data optimization and progressive reinforcement learning post-training to achieve 96.33% on OmniDocBench v1.6.

Published Jun 2, 2026 · 0 citations · ▲ 26 on Hugging Face · Code ★ 90,719

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9/20 AI panelreviewers recommend it

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lenient 5/5

medium 4/10

strict 0/5

57%Worth a look

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Sparse Growing Transformer trains-time sparse depth allocation via progressive attention looping to improve efficiency.

Published 2026 · 0 citations

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1/20 AI panelreviewers recommend it

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lenient 1/5

medium 0/10

strict 0/5

72%Highly rated

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ERNIE-Layout enhances document pre-training with layout knowledge for improved visually-rich document understanding.

Published 2022 · 65 citations · Code ★ 106

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8/21 AI panelreviewers recommend it

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AI panel: 8 of 21 reviewers recommend it

lenient 4/5

medium 4/11

strict 0/5