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ResearchFormerly WizWand

Document Rotation Classification on ORB-En

98AccuracyPhi-3.5-Vision rotation classification module
4.428.75377.3Nov 6, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Phi-3.5-Vision rotation classification moduleEvaluation protocol=Proposed2025.1198
Phi-3.5-Vision rotation classification module2025.1196.81
TrOCREvaluation protocol=fine-tuned2025.1178.18
LLaMA-4 (Maverick)Parameters=17B2025.1165.49
docTR2025.1163.28
GPT-4o2025.1159.58
Gemini-2.5 Flash2025.1139.55
Gemini-2.5 Pro2025.1134.11
GPT-4oEvaluation protocol=0-shot2025.1134
LLaMA-4 (Maverick) 17BEvaluation protocol=0-shot2025.1132
Gemma-3Parameters=27B2025.1130.57
TrOCR2025.1126.22
Nanonets-OCR-s2025.1124.83
Gemini-2.5 ProEvaluation protocol=0-shot2025.1124
Gemini-2.5 FlashEvaluation protocol=0-shot2025.1122
Gemma-3 27BEvaluation protocol=0-shot2025.1116
docTREvaluation protocol=fine-tuned2025.1110
Nanonets-OCR-sEvaluation protocol=0-shot2025.118