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+Retrosynthesis
+==============
+
+.. include:: ../bibliography.rst
+
+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  |
++----------------+-------+-------+-------+--------+
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