General OCR Capabilities
Comprehensive benchmarks covering multiple aspects of OCR performance.
Benchmarks & Datasets
OCRBench v2
Tests 8 core OCR capabilities across 23 tasks. Evaluates LMMs on text recognition, referring, extraction.
N/A
Images
2024
Year
See Leaderboard
CC-OCR
Multi-scene text reading, key information extraction, multilingual text, and document parsing benchmark.
N/A
Images
2024
Year
See Leaderboard
MME-VideoOCR
1,464 videos with 2,000 QA pairs across 25 tasks. Tests OCR capabilities in video content.
N/A
Images
2024
Year
See Leaderboard
reVISION
Polish benchmark for vision-language models including OCR evaluation on educational exam materials. Covers middle school, high school, and professional exams.
N/A
Images
2025
Year
See Leaderboard