HyperAI Super Neural
HyperAI Super Neural
Nov 11, 2025 · Artificial Intelligence

How Deepseek-OCR Achieves SOTA Using Ultra‑Low Visual Token Counts

Deepseek-OCR leverages a visual‑compression approach, combining DeepEncoder and the DeepSeek3B‑MoE‑A570M decoder, to represent document text with far fewer visual tokens, achieving up to 97% OCR accuracy and surpassing GOT‑OCR2.0 and MinerU2.0 on OmniDocBench, while the article offers a one‑click deployment tutorial.

DeepEncoderDeepSeek-OCRLLM
0 likes · 6 min read
How Deepseek-OCR Achieves SOTA Using Ultra‑Low Visual Token Counts
Fun with Large Models
Fun with Large Models
Oct 26, 2025 · Artificial Intelligence

From Deep Learning to Large‑Model OCR: Which Model Leads the Pack?

This article traces OCR's evolution from early CNN‑LSTM systems to modern multimodal VLMs, analyzes leading open‑source models such as DeepSeek‑OCR, PaddleOCR, and MonkeyOCR, and offers practical guidance for long‑document, academic, and edge‑computing scenarios.

DeepSeek-OCRMonkeyOCROCR
0 likes · 15 min read
From Deep Learning to Large‑Model OCR: Which Model Leads the Pack?