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Test results on USPTO_500_MT. We evaluated both accuracy and SMILES invalidity for top-k predictions on different tasks. Individual tasks and multi-task training schemes have comparable performance in accuracy for all three tasks. But combined training gives much lower invalid SMILES rate. Note that one may have a high top-k accuracy and high SMILES invalidity at the same time.
