Document Parsing on OmniDocBench Real5 skewing variation

91.66Overall ScorePaddleOCR-VL-1.5

Evaluation Results

Method
PaddleOCR-VL-1.52026.01	91.66	4.7	91	88.69	6.1
PaddleOCR-VL-1.52026.04	91.66	—	—	—	6.1
Gemini-3 Pro2026.01	89.45	8	88.33	88.06	9.2
Gemini-2.5 Pro2026.01	89.07	7.7	87.89	86.99	10.4
Parser-Oriented Structural Refinement2026.04	86.97	—	—	—	4.9
Qwen2.5-VL-72B2026.01	86.9	7.7	87.26	81.14	9.1
Qwen3-VL-235B-A22B-Instruct2026.01	86.56	7.7	83.96	83.41	9.1
GLM-OCR2026.04	85.39	—	—	—	15.6
dots.ocr2026.01	84.27	8.7	85.73	75.74	9.4
dots.ocr2026.04	84.27	—	—	—	9.4
Nanonets-OCR-s2026.01	81.98	12.1	85.78	72.22	13.3
Nanonets-OCR-s2026.04	81.98	—	—	—	13.3
PaddleOCR-VL2026.01	77.47	19.2	78.81	72.83	19.3
PaddleOCR-VL2026.04	77.47	—	—	—	19.3
MinerU2.52026.01	75.24	30.5	81.78	74.39	15.1
MinerU2.52026.04	75.24	—	—	—	15.1
GPT-5.22026.01	75	25.7	80.27	70.47	16.7
MinerU2-VLM2026.01	68.16	23	74.45	53.07	19.1
MinerU2-VLM2026.04	68.16	—	—	—	19.1
MonkeyOCR-3B2026.01	65.67	24.8	69.23	52.59	30
MonkeyOCR-pro-3B2026.01	64.47	25.1	69.06	49.42	30.1
MonkeyOCR-pro-3B2026.04	64.47	—	—	—	30.1
Deepseek-OCR2026.01	63.01	32.7	73.27	48.48	23.1
DeepSeek-OCR2026.04	63.01	—	—	—	23.1
MonkeyOCR-pro-1.2B2026.01	62.18	29.2	66.25	49.46	31.7
DeepSeek-OCR 22026.04	61.28	—	—	—	22.1
Dolphin2026.01	44.83	50	51.34	33.22	32.1
Maker-1.8.22026.01	41.27	53.6	60.16	17.23	54.3
Marker-1.8.22026.04	41.27	—	—	—	54.3
PP-StructureV32026.01	37.98	55.7	44.37	25.27	41.7
PP-StructureV32026.04	37.98	—	—	—	41.7
Dolphin-1.52026.01	28.16	55.3	25.6	14.18	41.9