OCR models / Alibaba (Ovis)

OvisOCR2

Name: OvisOCR2
Author: Alibaba (Ovis)

Alibaba (Ovis) · released 2026-07-13 · data checked 2026-11-06

OvisOCR2 is a 850M-parameter OCR and document-parsing model from Alibaba (Ovis) (CN), released 2026-07-13 under the Apache-2.0 license. It scores 96.47 on OmniDocBench v1.6 (#6 of 33). It needs about 2.7 GB of memory at 16-bit.

Succeeded by OvisOCR3.

OmniDocBench v1.6

96.47

#6 of 33 models

olmOCR-Bench

—

Not reported

Parameters

850M

OCR specialist

Memory to run

~2.7 GB

16-bit weights plus about 1 GB

Benchmarks

OmniDocBench v1.6 Leaderboard96.47

Best: OXR 1.0 97.03

The tick marks the best score on each benchmark. See how to read the ranking.

Specifications

Lab: Alibaba (Ovis) (CN)
Type: OCR / document parsing specialist
Total parameters: 850M
License: Apache-2.0
Memory to run: ~2.7 GB at 16-bit
Released: 2026-07-13

Weights and usage on Hugging Face ↗

Closest alternatives

PaddleOCR-VL 1.6 (960M, 96.34 on OmniDocBench, Apache-2.0)
OvisOCR3 (850M, 96.74 on OmniDocBench, Apache-2.0)
Xiaomi-OCR-0 (870M, 96.83 on OmniDocBench, Apache-2.0)
TeleOCR (1.4B, 96.91 on OmniDocBench, Apache-2.0)

Sources

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