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SMILES dataset and benchmarks · SOTA2 Research

Research Datasets

SMILES

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Grammar-Constrained Decoding

SMILES

92.22Relative Inference Time

40

Functional Correctness

SMILES

4.2U Success Rate

20

Syntactic Correctness

SMILES

100Syntactic Correctness

4

SMILES generation

SMILES (val)

99.8Accuracy

4

Molecular Generation

SMILES benzene ring c1ccccc1

64.4Validity

2

Popular tasks

Molecular Generation Functional Correctness SMILES generation Syntactic Correctness Grammar-Constrained Decoding

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