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SOTA Document Parsing benchmarks and papers with code | Wizwand
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Document Parsing
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
OmniDocBench v1.5
GLM-OCR
Overall Score
94.62
195
2mo ago
OmniDocBench 1.5 (test)
PaddleOCR-VL
Text Edit Error
0.021
132
6d ago
olmOCR-bench
LightOnOCR-2-1B
ArXiv Processing Accuracy
89.6
59
1mo ago
OmniDocBench Full v1.6
MinerU2.5-Pro
Overall Accuracy
95.69
44
6d ago
OmniDocBench
FD-RL
Overall Accuracy
90.41
32
1mo ago
OmniDocBench Real5 warping
PaddleOCR-VL-1.5
Overall Score
91.25
32
1mo ago
OmniDocBench Real5 skewing variation
PaddleOCR-VL-1.5
Overall Score
91.66
32
1mo ago
Real5-OmniDocBench (screen-photography)
Parser-Oriented Structural Refinement
Overall Score
93.46
32
1mo ago
OmniDocBench Real5
Parser-Oriented Structural Refinement
Score
94.07
26
1mo ago
OmniDocBench Real5 illumination
PaddleOCR-VL-1.5
Overall Score
0.9216
19
3mo ago
Real5-OmniDocBench scanning scenario 1.5 (test)
PaddleOCR-VL-1.5
Overall Score
93.43
19
3mo ago
Real5-OmniDocBench 5-distortion types (test)
PaddleOCR-VL-1.5
Overall Accuracy
92.05
19
3mo ago
DocPTBench Chinese
Gemini2.5-Pro
Overall Edit Distance
30.4
18
3mo ago
DocPTBench English
Gemini2.5-Pro
Overall Edit Distance
18.2
18
3mo ago
OmniDocBench EN
granite-docling-258M
Text Score
78
16
14d ago
OmniDocBench ZH v1.0
PaddleOCR-VL
Overall Edit
0.126
15
3mo ago
OmniDocBench EN v1.0
PaddleOCR-VL
Overall Edit Distance
0.105
15
3mo ago
ParseBench Main Results
LlamaParse Agentic
Overall Score
84.9
14
1mo ago
OmniDocBench Scanning Real5
Parser-Oriented Structural Refinement
Overall Score
94.33
13
1mo ago
RealDoc-160
Dolphin-v2
Error Rate (EN)
0.0046
11
3mo ago
OlmOCR Bench v1.0 (test)
PaddleOCR-VL
Overall Score
80
10
2mo ago
medical invoice (test)
PaddleOCR-VL
FMR
0.2793
10
3mo ago
pdf-parse bench
DeepSeek-OCR
Edit Metric
8.26
9
2mo ago
OmniDocBench v1.5
PaddleOCR-VL-1.5
Total Time (s)
944.4
9
3mo ago
FireRedBench
Qwen3.5-397B-A17B
Overall Score
81.85
8
3mo ago
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