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README.md
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## Downstream Performance
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| Dataset | Infersent1 | all-MiniLM-L6-v2 | all-mpnet-base-v2 | paraphrase-mpnet-base-v2 | Proposed model |
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| **promoter_tata** | 51±0.023 | 74±0.037 | 74±0.039 | **82±0.016** | 71±0.033 |
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| **splice_sites_donors** | 54±0.022 | 55±0.019 | 56±0.012 | **58±0.021** | **58±0.011** |
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## Training Details
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### Framework Versions
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- Python: 3.8.10
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## Citation
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<!--
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## Glossary
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*Lists the people who create the model card, providing recognition and accountability for the detailed work that goes into its construction.*
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<!--
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## Model Card Contact
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*Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
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```
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## Downstream Performance
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### Average Train Accuracy
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| Dataset | Infersent1 | all-MiniLM-L6-v2 | all-mpnet-base-v2 | paraphrase-mpnet-base-v2 | Proposed model |
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|----------------------|--------------|---------------------|----------------------|----------------------------|------------------|
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| **promoter_tata** | 51±0.023 | 74±0.037 | 74±0.039 | **82±0.016** | 71±0.033 |
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| **splice_sites_donors** | 54±0.022 | 55±0.019 | 56±0.012 | **58±0.021** | **58±0.011** |
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### Test Accuracy
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| Dataset | Infersent1 | all-MiniLM-L6-v2 | all-mpnet-base-v2 | paraphrase-mpnet-base-v2 | Proposed model |
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|-----------------------|--------------|---------------------|----------------------|----------------------------|------------------|
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| **H3** | 61 | 64 | 65 | **67** | **67** |
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| **H4** | 63 | 61 | 60 | 64 | **65** |
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| **enhancers** | 53 | 78 | 76 | **87** | 67 |
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| **promoter_all** | 54 | 76 | 78 | **83** | 78 |
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| **enhancers_types** | 46 | 67 | 68 | **70** | 62 |
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| **promoter_no_tata** | 54 | 76 | 78 | **83** | 78 |
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| **promoter_tata** | 52 | 76 | 77 | **84** | 75 |
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| **splice_sites_donors** | 58 | 59 | 60 | **63** | 62 |
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### Framework Versions
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- Python: 3.8.10
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## Citation
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TBA
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### BibTeX
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TBA
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<!--
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## Glossary
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*Lists the people who create the model card, providing recognition and accountability for the detailed work that goes into its construction.*
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-->
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