Document Rotation Classification on ORB Indic
96.71AccuracyPhi-3.5-Vision rotation classification module
Evaluation Results
| Method | Links | |
|---|---|---|
| Phi-3.5-Vision rotation classification moduleEvaluation protocol=Proposed2025.11 | 96.71 | |
| Phi-3.5-Vision rotation classification module2025.11 | 92.68 | |
| TrOCREvaluation protocol=fine-tuned2025.11 | 76.29 | |
| TrOCR2025.11 | 68.9 | |
| LLaMA-4 (Maverick)Parameters=17B2025.11 | 56.7 | |
| GPT-4o2025.11 | 50.6 | |
| docTR2025.11 | 46.95 | |
| Gemini-2.5 Flash2025.11 | 41.46 | |
| Gemini-2.5 Pro2025.11 | 40.85 | |
| Nanonets-OCR-s2025.11 | 37.5 | |
| Gemma-3Parameters=27B2025.11 | 33.23 | |
| LLaMA-4 (Maverick) 17BEvaluation protocol=0-shot2025.11 | 29.19 | |
| Gemini-2.5 FlashEvaluation protocol=0-shot2025.11 | 23.63 | |
| Gemini-2.5 ProEvaluation protocol=0-shot2025.11 | 22.05 | |
| Nanonets-OCR-sEvaluation protocol=0-shot2025.11 | 21.53 | |
| Gemma-3 27BEvaluation protocol=0-shot2025.11 | 18.74 | |
| docTREvaluation protocol=fine-tuned2025.11 | 17.39 | |
| GPT-4oEvaluation protocol=0-shot2025.11 | 17.18 |