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ResearchFormerly WizWand

Field-level Extraction on Private KYC Dataset

87.27Field-level AccuracyMiniCPM-o-2.6
45.919656.654867.3978.1252Apr 29, 2026
Updated 6mo ago

Evaluation results

MethodLinks
MiniCPM-o-2.6OCR Engine=PaddleOCR, Pipeline Configuration=Full2026.0487.27
Qwen3-VL-8B-InstructOCR Engine=PaddleOCR, Pipeline Configuration=Full2026.0485.3
MiniCPM-o-2.6OCR Engine=PaddleOCR, Pipeline Configuration=-Prompt2026.0484.38
Qwen3-VL-8B-InstructOCR Engine=PaddleOCR, Pipeline Configuration=-Prompt2026.0480.97
Qwen3-VL-8B-InstructOCR Engine=PaddleOCR, Pipeline Configuration=-ImgPrep2026.0477.17
MiniCPM-o-2.6OCR Engine=EasyOCR, Pipeline Configuration=Full2026.0475.2
MiniCPM-o-2.6OCR Engine=EasyOCR, Pipeline Configuration=-Prompt2026.0474.28
Gemma-3-27b-itOCR Engine=PaddleOCR, Pipeline Configuration=Full2026.0472.97
Gemma-3-27b-itOCR Engine=PaddleOCR, Pipeline Configuration=-Prompt2026.0472.57
MiniCPM-o-2.6OCR Engine=PaddleOCR, Pipeline Configuration=-ImgPrep2026.0471
MiniCPM-o-2.6OCR Engine=EasyOCR, Pipeline Configuration=-ImgPrep2026.0467.59
Gemma-3-27b-itOCR Engine=EasyOCR, Pipeline Configuration=Full2026.0465.09
Gemma-3-27b-itOCR Engine=EasyOCR, Pipeline Configuration=-Prompt2026.0464.3
Qwen3-VL-8B-InstructOCR Engine=PaddleOCR, Pipeline Configuration=-Retrieval2026.0463.78
MiniCPM-o-2.6OCR Engine=PaddleOCR, Pipeline Configuration=-Retrieval2026.0463.25
Gemma-3-27b-itOCR Engine=PaddleOCR, Pipeline Configuration=-ImgPrep2026.0460.89
MiniCPM-o-2.6OCR Engine=EasyOCR, Pipeline Configuration=-Retrieval2026.0459.45
Gemma-3-27b-itOCR Engine=EasyOCR, Pipeline Configuration=-ImgPrep2026.0458.92
Qwen3-VL-8B-InstructOCR Engine=PaddleOCR, Pipeline Configuration=Direct VLM (Baseline)2026.0455.91
MiniCPM-o-2.6OCR Engine=PaddleOCR, Pipeline Configuration=Direct VLM (Baseline)2026.0455.38
MiniCPM-o-2.6OCR Engine=EasyOCR, Pipeline Configuration=Direct VLM (Baseline)2026.0454.2
Gemma-3-27b-itOCR Engine=PaddleOCR, Pipeline Configuration=-Retrieval2026.0452.1
Gemma-3-27b-itOCR Engine=EasyOCR, Pipeline Configuration=-Retrieval2026.0448.29
Gemma-3-27b-itOCR Engine=PaddleOCR, Pipeline Configuration=Direct VLM (Baseline)2026.0447.64
Gemma-3-27b-itOCR Engine=EasyOCR, Pipeline Configuration=Direct VLM (Baseline)2026.0447.51