Document Parsing on OmniDocBench v1.5

94.62Overall ScoreGLM-OCR

Evaluation Results

Method
GLM-OCR2026.03	94.62	0.04	93.9	93.96	96.39	0.044	—
GLM-OCR2026.03	94.6	—	—	—	—	—	—
GLM-OCR2026.03	94.6	—	—	—	—	—	—
PaddleOCR-VL-1.52026.03	94.5	—	—	—	—	—	—
PaddleOCR-VL-1.52026.03	94.5	0.035	94.21	92.76	95.79	0.042	—
PaddleOCR-VL-1.52026.03	94.5	—	—	—	—	—	—
HunyuanOCR2026.01	94.1	0.042	94.73	91.81	—	—	—
Unlimited-OCR2026.06	93.23	0.038	92.61	90.93	94.07	0.045	—
Youtu-Parsing2026.01	93.22	0.045	93.19	91.15	95.43	0.026	—
FireRed-OCR-2B2026.03	92.94	—	—	—	—	—	—
PaddleOCR-VL2026.01	92.86	0.035	91.22	90.89	—	0.043	94.76
PaddleOCR-VL2025.12	92.86	0.035	91.22	90.89	94.76	0.043	—
PaddleOCR-VL2026.03	92.86	0.035	91.22	90.89	94.76	0.043	—
PaddleOCR-VL-L2026.03	92.62	0.035	90.9	90.48	94.19	0.043	—
PaddleOCR-VL2026.01	92.56	0.035	91.43	89.76	93.52	0.043	—
PaddleOCR-VL2026.01	92.56	0.035	91.43	89.76	93.52	0.043	—
PaddleOCR-VL-M2026.03	92.17	0.035	90.22	89.75	93.72	0.043	—
PaddleOCR-VL2026.02	91.93	0.039	88.67	91.01	94.85	0.048	—
PaddleOCR-VL-S2026.03	91.55	0.035	90.3	87.89	92.31	0.044	—
Deepseek-OCR22026.03	91.1	—	—	—	—	—	—
Deepseek-OCR22026.01	91.09	0.048	90.31	87.75	92.06	0.057	—
DeepSeek-OCR 22026.01	91.09	0.048	90.31	87.75	—	0.057	92.06
DeepSeek-OCR 22026.03	91.09	—	—	—	—	—	—
Qwen3.5-397B-A17B2026.03	90.8	—	—	—	—	—	—
MinerU 2.52026.03	90.7	—	—	—	—	—	—
MinerU2.52026.02	90.67	0.047	88.46	88.22	92.38	0.044	—
MinerU2.52026.01	90.67	0.047	88.46	88.22	92.38	0.044	—
MinerU2.52026.01	90.67	0.047	88.46	88.22	—	0.044	92.38
MinerU2.52025.12	90.67	0.047	88.46	88.22	92.38	0.044	—
MinerU2.52026.01	90.67	0.047	88.46	88.22	92.38	0.044	—
MinerU2.52026.03	90.67	—	—	—	—	—	—
MinerU2.52026.03	90.67	0.047	88.46	88.22	92.38	0.044	—
MinerU2.52026.03	90.67	0.047	88.46	88.22	92.38	0.044	—
FD-RL2026.01	90.41	0.049	88.67	87.35	92.1	0.055	—
Gemini-3.0 Pro2026.03	90.33	—	—	—	—	—	—
Gemini-3 Pro2026.03	90.33	0.065	89.18	88.28	90.29	0.071	—
Gemini-3-Pro2026.03	90.3	—	—	—	—	—	—
Dolphin-v22026.02	89.78	0.054	87.63	87.02	90.48	0.054	—
Uni-Parser-G2025.12	89.75	0.047	88.83	85.12	89.07	0.099	—
OCRVerse2026.01	89.23	0.052	87.13	85.77	90.35	0.068	—
DeepSeek-OCR 22026.06	89.17	0.049	86.85	85.6	90.06	0.06	—
Qwen3-VL-235B2026.02	89.15	0.069	88.14	86.21	90.55	0.068	—
Qwen3-VL-235B2026.01	89.15	0.069	88.14	86.21	—	0.068	90.55
Qwen3-VL-235B-A22B2026.03	89.15	—	—	—	—	—	—
Qwen3-VL2026.03	89.15	0.069	88.14	86.21	90.55	0.068	—
Qwen3-VL2026.06	89.15	0.069	88.14	86.21	90.55	0.068	—
MonkeyOCR-pro2026.02	88.85	0.075	87.25	86.78	90.63	0.128	—
MonkeyOCR-pro-3B2026.01	88.85	0.075	87.25	86.78	90.63	0.128	—
MonkeyOCR-pro-3B2026.01	88.85	0.075	87.25	86.78	—	0.128	90.63
MonkeyOCR-pro-3B2025.12	88.85	0.075	87.25	86.78	90.63	0.128	—
MonkeyOCR-pro-3B2026.01	88.85	0.075	87.25	86.78	90.63	0.128	—
MonkeyOCR-pro-3B2026.03	88.85	0.075	87.25	86.78	90.63	0.128	—
MonkeyOCR-pro-3B2026.03	88.85	0.075	87.25	86.78	90.63	0.128	—
OCRVerse2026.01	88.56	0.058	86.91	84.55	—	0.071	88.45
OCRVerse2026.06	88.56	0.058	86.91	84.55	88.45	0.071	—
dots.ocr2026.02	88.41	0.048	83.22	86.78	90.62	0.053	—
dots.ocr2026.01	88.41	0.048	83.22	86.78	90.62	0.053	—
dots.ocr2026.01	88.41	0.048	83.22	86.78	—	0.053	90.62
dots.ocr2025.12	88.41	0.048	83.22	86.78	90.62	0.053	—
dots.ocr2026.01	88.41	0.048	83.22	86.78	90.62	0.053	—
dots.ocr2026.03	88.41	—	—	—	—	—	—
dots.ocr2026.03	88.41	0.048	83.22	86.78	90.62	0.053	—
dots.ocr2026.03	88.41	0.048	83.22	86.78	90.62	0.053	—
dots.ocr2026.06	88.41	0.048	83.22	86.78	90.62	0.053	—
dots.ocr2026.03	88.4	—	—	—	—	—	—
Gemini-2.5 Pro2026.02	88.03	0.075	85.82	85.71	90.29	0.097	—
Gemini-2.5 Pro2026.01	88.03	0.075	85.82	85.71	90.29	0.097	—
Gemini-2.5 Pro2026.01	88.03	0.075	85.82	85.71	—	0.097	90.29
Gemini-2.5 Pro2025.12	88.03	0.075	85.82	85.71	90.29	0.097	—
Gemini-2.5 Pro2026.01	88.03	0.075	85.82	85.71	90.29	0.097	—
Gemini-2.5 Pro2026.03	88.03	0.075	85.82	85.71	90.29	0.097	—
Gemini-2.5 Pro2026.03	88.03	0.075	85.82	85.71	90.29	0.097	—
Gemini-2.5 Pro2026.06	88.03	0.075	85.82	85.71	90.29	0.097	—
DeepSeek-OCR (9-crops)2026.01	87.36	0.073	84.14	85.25	—	0.085	89.01
DeepSeek-OCR2025.12	87.36	0.073	84.14	85.25	89.01	0.085	—
MonkeyOCR2026.02	87.13	0.075	87.45	81.39	85.92	0.129	—
MonkeyOCR-3B2026.01	87.13	0.075	87.45	81.39	85.92	0.129	—
MonkeyOCR-3B2026.01	87.13	0.075	87.45	81.39	—	0.129	85.92
MonkeyOCR-3B2025.12	87.13	0.075	87.45	81.39	85.92	0.129	—
MonkeyOCR-3B2026.01	87.13	0.075	87.45	81.39	85.92	0.129	—
MonkeyOCR-3B2026.03	87.13	0.075	87.45	81.39	85.92	0.129	—
MonkeyOCR-3B2026.03	87.13	0.075	87.45	81.39	85.92	0.129	—
Qwen2.5-VL2026.02	87.02	0.094	88.27	82.15	86.22	0.102	—
Qwen2.5-VL-72B2026.01	87.02	0.094	88.27	82.15	86.22	0.102	—
Qwen2.5-VL-72B2026.01	87.02	0.094	88.27	82.15	—	0.102	86.22
Qwen2.5-VL-72B2025.12	87.02	0.094	88.27	82.15	86.22	0.102	—
Qwen2.5-VL-72B2026.01	87.02	0.094	88.27	82.15	86.22	0.102	—
Qwen2.5-VL-72B2026.03	87.02	0.094	88.27	82.15	86.22	0.102	—
Qwen2.5-VL-72B2026.03	87.02	0.094	88.27	82.15	86.22	0.102	—
Qwen2.5-VL2026.06	87.02	0.094	88.27	82.15	86.22	0.102	—
Deepseek-OCR2026.02	87.01	0.073	83.37	84.97	88.8	0.086	—
Deepseek-OCR2026.01	87.01	0.073	83.37	84.97	88.8	0.086	—
Deepseek-OCR2026.03	87.01	0.073	83.37	84.97	88.8	0.086	—
DeepSeek-OCR2026.06	87.01	0.073	83.37	84.97	88.8	0.086	—
MonkeyOCR-pro2026.02	86.96	0.084	85.02	84.24	89.02	0.13	—
MonkeyOCR-pro-1.2B2026.01	86.96	0.084	85.02	84.24	89.02	0.13	—
MonkeyOCR-pro-1.2B2026.01	86.96	0.084	85.02	84.24	—	0.13	89.02
MonkeyOCR-pro-1.2B2025.12	86.96	0.084	85.02	84.24	89.02	0.13	—
MonkeyOCR-pro-1.2B2026.01	86.96	0.084	85.02	84.24	89.02	0.13	—
MonkeyOCR-pro-1.2B2026.03	86.96	0.084	85.02	84.24	89.02	0.13	—