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Benchmarks
Optical Chemical Structure Recognition on USPTO-10K
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96.1
Accuracy (Exact Match)
COMO
22.052
41.276
60.5
79.724
Apr 26, 2026
Accuracy (Exact Match)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (Exact Match)
COMO
Selection criterion=Ta...
2026.04
96.1
MolScribe
2026.04
96
COMO
Selection criterion=Vi...
2026.04
96
COMO
Selection criterion=Ed...
2026.04
95.9
MolParser
Model variant=Small
2026.04
94.8
MolParser
Model variant=Base
2026.04
94.5
MolGrapher
Re-implemented=true
2026.04
93.3
OSRA 2.1
Re-implemented=true
2026.04
89.8
MolParser
Model variant=Tiny
2026.04
89.5
MolSight
Re-implemented=true
2026.04
89.4
SwinOCSR
Re-implemented=true
2026.04
32.4
Img2Mol
Re-implemented=true
2026.04
24.9
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