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. 2024 Apr 22;64(9):3790–3798. doi: 10.1021/acs.jcim.4c00292

Table 3. Top-3 Metrics on Condition Prediction with the Model Architecture of Gao et al.:11 Frequency Informed Guess Accuracy//Model Prediction Accuracy//AIB %.

data sets labeling labeling reaction string reaction string
  rare → “other” rare → delete rxn rare → “other” rare → delete rxn
solvents 57//70//31% 58//71//31% 36//51//24% 35//50//23%
agents 91//94//26% 92//94//23% 46//56//20% 49//59//18%
S + A 52//67//32% 52//68//33% 20//35//19% 20//36//19%