Comprehensive Challenge OCR.

Multi-scene text reading, key information extraction, multilingual text, and document parsing benchmark.

Best published scores.

28 results indexed across 4 metrics. Shaded row marks current SOTA; ties broken by submission date.

Primary

multi-scene-f1 · higher is better

All metrics

document-parsing, kie-f1, multi-scene-f1, multilingual-f1

2 steps
of state of the art.

Each row below marks a model that broke the previous record on multi-scene-f1. Intermediate submissions are kept in the leaderboard above; only SOTA-setting entries are re-listed here.

Higher scores win. Each subsequent entry improved upon the previous best.

1. Dec 15, 2024GOT-OCR2.0Alibaba61
2. Dec 16, 2025Gemini 1.5 ProGoogle83.25

Neighbouring benchmarks.

Other General OCR Capabilities datasets on Codesota.

Have a score that beats
this table?

Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

• 01A public checkpoint or API endpoint
• 02A reproduction script with frozen commit + seed
• 03Declared evaluation environment (Python, deps)
• 04One row per metric declared by this dataset
• 05A contact so we can follow up on discrepancies