Update README.md

README.md

@@ -68,6 +68,16 @@ python train.py \
 ### Results
 
 
+| Model                | Training set              | Test set | Top-1 [% acc.] | Top-2 [% acc.] | Top-3 [% acc.] | Top-5 [% acc.] |
+|----------------------|---------------------------|----------|----------------|----------------|----------------|----------------|
+| Sequence-to-sequence | USPTO                     | USPTO    | 80.3           | 84.7           | 86.2           | 87.5           |
+| WLDN                 | USPTO                     | USPTO    | 80.6 (85.6)    | 90.5           | 92.8           | 93.4           |
+| Molecular Transformer| USPTO                     | USPTO    | 88.8           | 92.6           | –              | 94.4           |
+| T5Chem               | USPTO                     | USPTO    | 90.4           | 94.2           | –              | 96.4           |
+| CompoundT5           | USPTO                     | USPTO    | 88.0           | 92.4           | 93.9           | 95.0           |
+| ReactionT5           | ORD                       | USPTO    | 0.0 <85.0>     | 0.0 <90.6>     | 0.0 <92.3>     | 0.0 <93.8>     |
+
+Performance comparison of Compound T5, ReactionT5, and other models in product prediction. The values enclosed in ‘<>’ in the table represent the scores of the model that was fine-tuned on 200 reactions from the USPTO dataset. The score enclosed in ‘()’ is the one reported in the original paper. 
 
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