Update README.md

README.md

@@ -109,62 +109,16 @@ The model was trained on 100M examples of SMILES-IUPAC pairs with lr=0.0003, bat
 
 ## Evaluation
 
-<!-- This section describes the evaluation protocols and provides the results. -->
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-### Testing Data, Factors & Metrics
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-#### Testing Data
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-<!-- This should link to a Dataset Card if possible. -->
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-[More Information Needed]
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-#### Factors
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-<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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-[More Information Needed]
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-#### Metrics
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-<!-- These are the evaluation metrics being used, ideally with a description of why. -->
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-[More Information Needed]
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-### Results
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-[More Information Needed]
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-#### Summary
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-## Model Examination [optional]
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-<!-- Relevant interpretability work for the model goes here -->
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-[More Information Needed]
+| Model                               | Accuracy | Average BLEU-4 score | Size(MB) |
+|-------------------------------------|---------|----------------------|----------|
+| SMILES2IUPAC-canonical-small        |0.75| 0.93                 | 23       |
+| SMILES2IUPAC-canonical-base         ||||
+| STOUT V2.0\*                        | 66.65%  | 0.92                 | 128      |
+| STOUT V2.0 (according to our tests) |         | 0.89                 | 128      |
+*According to the original paper https://jcheminf.biomedcentral.com/articles/10.1186/s13321-021-00512-4
 
 ## Citation [optional]
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-<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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-**BibTeX:**
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-**APA:**
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-## Glossary [optional]
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-<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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-[More Information Needed]
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-## More Information [optional]
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+Coming soon.
 
 ## Model Card Authors [optional]