ATR-1 — our most advanced text recognition model yet
We’re excited to launch our most advanced model yet. ATR-1 sets a new benchmark for automated text recognition, transcribing handwritten and printed text with unprecedented accuracy and reliability.
Leo Team
June 20, 2025
Contents
What’s new?
- Fewer hallucinations: Leo now more consistently avoids transcription errors like repeated or invented text, especially at the end of documents
- More complete outputs: Significantly fewer blank pages and skipped lines, giving you fuller, more faithful transcripts
- Smarter formatting: Enhanced recognition of structured layouts, including tables, margin notes, and other non-linear text features
- Better with books: Improved performance on double-page spreads and printed texts that previously caused issues
What’s next?
- Support for later medieval manuscripts (c. 1100–1500) written in Latin scripts
- Improved transcription accuracy for modern European languages, including French, German, Italian, and more
- More robust handling of damaged, distorted, or rotated images, enabling reliable transcription even in more challenging cases
How can I use it?
ATR-1 is now the default model on Leo. You can transcribe new or existing images using it by hitting “Transcribe” as usual. To get started, click here to access your Leo dashboard.
