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Benchmarks
Molecular Structure Recognition on USPTO Realistic
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92.6
Exact Match Accuracy
MolScribe
-3.704
21.298
46.3
71.302
Apr 3, 2026
Exact Match Accuracy
Updated 12d ago
Evaluation Results
Method
Method
Links
Exact Match Accuracy
MolScribe
Category=Image To Graph
2026.04
92.6
MolVec
Category=Rule-based
2026.04
88.4
OSRA
Category=Rule-based
2026.04
87.4
MolSeek-OCR
Category=VLM-based
2026.04
61
Image2Graph
Category=Image To Graph
2026.04
55.1
MolSeek-OCR-LoRA
Category=VLM-based
2026.04
50.6
DECIMER
Category=Image to Sequ...
2026.04
41.1
SwinOCSR
Category=Image to Sequ...
2026.04
27.9
Img2Mol
Category=Image to Sequ...
2026.04
26.3
DeepSeek-OCR-2
Category=VLM-based
2026.04
0
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