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ResearchFormerly WizWand

Optical Character Recognition on ORB-En-SynthDog 4-class rotation

2.61Word Error Rate (WER)Nanonets-OCR-s
-1.019623.480247.9872.4798Nov 6, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Nanonets-OCR-sCondition=Ideal upright conditions2025.112.611.73
Nanonets-OCR-sCondition=w/ Rotation2025.112.611.73
Gemini-2.5 FlashCondition=Ideal upright conditions2025.1122.4315.33
Gemini-2.5 FlashCondition=w/ Rotation2025.1122.4315.33
Gemini-2.5 FlashCondition=w/o Rotation2025.1126.2418.66
LLaMA-4 (Maverick) 17BCondition=Ideal upright conditions2025.1129.3714.09
LLaMA-4 (Maverick) 17BCondition=w/ Rotation2025.1129.3714.09
Qwen-2.5-VLCondition=Ideal upright conditions2025.1132.24.67
Qwen-2.5-VLCondition=w/ Rotation2025.1134.987.77
Nanonets-OCR-sCondition=w/o Rotation2025.1144.1434.25
Qwen-2.5-VLCondition=w/o Rotation2025.1155.133.65
docTRCondition=Ideal upright conditions2025.1156.2340.04
docTRCondition=w/ Rotation2025.1156.2340.04
Gemini-2.5 ProCondition=Ideal upright conditions2025.1158.5852.34
LLaMA-4 (Maverick) 17BCondition=w/o Rotation2025.1159.9141.75
Gemma-3 27BCondition=Ideal upright conditions2025.1161.5630.29
Gemma-3 27BCondition=w/ Rotation2025.1161.5630.29
Gemini-2.5 ProCondition=w/ Rotation2025.1167.0761.16
Gemini-2.5 ProCondition=w/o Rotation2025.1170.9665.41
Gemma-3 27BCondition=w/o Rotation2025.1175.1550.06
GPT-4oCondition=Ideal upright conditions2025.1182.2273.65
GPT-4oCondition=w/ Rotation2025.1182.2273.65
mPLUG-DocOwl2Condition=Ideal upright conditions2025.1185.4580.87
mPLUG-DocOwl2Condition=w/ Rotation2025.1186.4481.82
docTRCondition=w/o Rotation2025.1188.0369.07
GPT-4oCondition=w/o Rotation2025.1192.3582.08
mPLUG-DocOwl2Condition=w/o Rotation2025.1193.3587.55