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ResearchFormerly WizWand

Structured OCR on ORB-En-SROIE Rotated 4-class

72.26Field-level AccuracyQwen2.5-VL
-0.113618.675737.46556.2543Nov 6, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Qwen2.5-VLRotation Correction=w/ Standalone Pipeline (Ours)2025.1172.26
Nanonets-OCR-sRotation Correction=w/ Standalone Pipeline (Ours)2025.1172.12
LLaMA-4 (Maverick) 17BRotation Correction=w/ Standalone Pipeline (Ours)2025.1170.32
Gemini-2.5 FlashRotation Correction=w/ Standalone Pipeline (Ours)2025.1170.1
Gemini-2.5 FlashRotation Correction=None2025.1169.67
Gemma-3 27BRotation Correction=w/ Standalone Pipeline (Ours)2025.1168.23
Qwen2.5-VLRotation Correction=None2025.1168.16
Nanonets-OCR-sRotation Correction=None2025.1164.27
docTRRotation Correction=w/ Standalone Pipeline (Ours)2025.1163.11
Gemini-2.5 ProRotation Correction=w/ Standalone Pipeline (Ours)2025.1160.66
Gemma-3 27BRotation Correction=None2025.1153.24
TesseractRotation Correction=w/ Standalone Pipeline (Ours)2025.1148.99
LLaMA-4 (Maverick) 17BRotation Correction=None2025.1147.83
Gemini-2.5 ProRotation Correction=None2025.1146.61
GPT-4oRotation Correction=w/ Standalone Pipeline (Ours)2025.1135.87
GPT-4oRotation Correction=None2025.1129.1
TesseractRotation Correction=None2025.1124.06
docTRRotation Correction=None2025.1115.63
mPLUG-DocOwl2Rotation Correction=w/ Standalone Pipeline (Ours)2025.116.77
mPLUG-DocOwl2Rotation Correction=None2025.112.67