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Retrosynthesis

This page contains benchmarks of retrosynthesis models.

We evaluate models on `USPTO50k`_ dataset. The dataset is split into train/validation/test sets with ratios of 80%:10%:10%. We consider two settings where the reaction class is given or unknown. For each setting, we report the top-k accuracy of the retrosynthesis prediction.

Given Reaction Class

USPTO50k

`USPTO50k`_ Top-1 Top-3 Top-5 Top-10
`G2Gs`_ 0.639 0.852 0.904 0.938

Unknown Reaction Class

USPTO50k

`USPTO50k`_ Top-1 Top-3 Top-5 Top-10
`G2Gs`_ 0.438 0.677 0.748 0.822