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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
211
1mo ago
OmniDocBench 1.5 (test)
PaddleOCR-VL
Text Edit Error
0.021
132
1mo ago
olmOCR-bench
LightOnOCR-2-1B
ArXiv Processing Accuracy
89.6
59
2mo ago
OmniDocBench Real5
Parser-Oriented Structural Refinement
Score
94.07
46
1mo ago
OmniDocBench Full v1.6
MinerU2.5-Pro
Overall Accuracy
95.69
44
1mo ago
OmniDocBench
FD-RL
Overall Accuracy
90.41
32
2mo ago
OmniDocBench Real5 warping
PaddleOCR-VL-1.5
Overall Score
91.25
32
3mo ago
OmniDocBench Real5 skewing variation
PaddleOCR-VL-1.5
Overall Score
91.66
32
3mo ago
Real5-OmniDocBench (screen-photography)
Parser-Oriented Structural Refinement
Overall Score
93.46
32
3mo ago
OmniDocBench 1.6 (test)
PaddleOCR-VL-1.6
Overall Score
96.33
29
1mo ago
OmniDocBench v1.6
HunyuanOCR-1.5
Overall Score
94.74
26
18d ago
Real5-OmniDocBench
PaddleOCR-VL-1.6
Overall Quality Score
93.19
23
1mo ago
OmniDocBench Real5 illumination
PaddleOCR-VL-1.5
Overall Score
0.9216
19
4mo ago
Real5-OmniDocBench scanning scenario 1.5 (test)
PaddleOCR-VL-1.5
Overall Score
93.43
19
4mo ago
Real5-OmniDocBench 5-distortion types (test)
PaddleOCR-VL-1.5
Overall Accuracy
92.05
19
4mo ago
DocPTBench Chinese
Gemini2.5-Pro
Overall Edit Distance
30.4
18
4mo ago
DocPTBench English
Gemini2.5-Pro
Overall Edit Distance
18.2
18
4mo ago
OmniDocBench EN
granite-docling-258M
Text Score
78
16
2mo ago
OmniDocBench ZH v1.0
PaddleOCR-VL
Overall Edit
0.126
15
4mo ago
OmniDocBench EN v1.0
PaddleOCR-VL
Overall Edit Distance
0.105
15
4mo ago
ParseBench Main Results
LlamaParse Agentic
Overall Score
84.9
14
3mo ago
OmniDocBench Scanning Real5
Parser-Oriented Structural Refinement
Overall Score
94.33
13
3mo ago
DataMFM Challenge Track 1
ParseFixer
Text ED
0.1
12
1mo ago
RealDoc-160
Dolphin-v2
Error Rate (EN)
0.0046
11
4mo ago
OlmOCR Bench v1.0 (test)
PaddleOCR-VL
Overall Score
80
10
4mo ago
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