Structured OCR on ORB-En-SROIE Rotated 4-class
72.26Field-level AccuracyQwen2.5-VL
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen2.5-VLRotation Correction=w/ Standalone Pipeline (Ours)2025.11 | 72.26 | |
| Nanonets-OCR-sRotation Correction=w/ Standalone Pipeline (Ours)2025.11 | 72.12 | |
| LLaMA-4 (Maverick) 17BRotation Correction=w/ Standalone Pipeline (Ours)2025.11 | 70.32 | |
| Gemini-2.5 FlashRotation Correction=w/ Standalone Pipeline (Ours)2025.11 | 70.1 | |
| Gemini-2.5 FlashRotation Correction=None2025.11 | 69.67 | |
| Gemma-3 27BRotation Correction=w/ Standalone Pipeline (Ours)2025.11 | 68.23 | |
| Qwen2.5-VLRotation Correction=None2025.11 | 68.16 | |
| Nanonets-OCR-sRotation Correction=None2025.11 | 64.27 | |
| docTRRotation Correction=w/ Standalone Pipeline (Ours)2025.11 | 63.11 | |
| Gemini-2.5 ProRotation Correction=w/ Standalone Pipeline (Ours)2025.11 | 60.66 | |
| Gemma-3 27BRotation Correction=None2025.11 | 53.24 | |
| TesseractRotation Correction=w/ Standalone Pipeline (Ours)2025.11 | 48.99 | |
| LLaMA-4 (Maverick) 17BRotation Correction=None2025.11 | 47.83 | |
| Gemini-2.5 ProRotation Correction=None2025.11 | 46.61 | |
| GPT-4oRotation Correction=w/ Standalone Pipeline (Ours)2025.11 | 35.87 | |
| GPT-4oRotation Correction=None2025.11 | 29.1 | |
| TesseractRotation Correction=None2025.11 | 24.06 | |
| docTRRotation Correction=None2025.11 | 15.63 | |
| mPLUG-DocOwl2Rotation Correction=w/ Standalone Pipeline (Ours)2025.11 | 6.77 | |
| mPLUG-DocOwl2Rotation Correction=None2025.11 | 2.67 |