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Benchmarks
Molecular Structure Recognition on UOB Synthetic
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88.2
Exact Matching Accuracy
DECIMER
-3.32
20.44
44.2
67.96
Apr 3, 2026
Exact Matching Accuracy
Updated 12d ago
Evaluation Results
Method
Method
Links
Exact Matching Accuracy
DECIMER
Category=Image to Sequ...
2026.04
88.2
MolScribe
Category=Image To Graph
2026.04
87.9
Image2Graph
Category=Image To Graph
2026.04
82.9
MolVec
Category=Rule-based
2026.04
80.6
OSRA
Category=Rule-based
2026.04
78.5
MolSeek-OCR
Category=VLM-based
2026.04
72.6
ChemGrapher
Category=Image To Graph
2026.04
70.6
Img2Mol
Category=Image to Sequ...
2026.04
68.7
MolSeek-OCR-LoRA
Category=VLM-based
2026.04
64.3
SwinOCSR
Category=Image to Sequ...
2026.04
44.9
DeepSeek-OCR-2
Category=VLM-based
2026.04
0.2
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