Protein-protein interaction prediction on Yeast
66.07AccuracyESM-1b
Evaluation results
| Method | Links | |
|---|---|---|
| ESM-1b#Params=652.4M, Evaluation Protocol=only tuning the prediction head2023.10 | 66.07 | |
| BioT5#Params=252.1M2023.10 | 64.89 | |
| ProtBert#Params=419.9M, Evaluation Protocol=fine-tuning2023.10 | 63.72 | |
| ESM-1b#Params=652.4M, Evaluation Protocol=fine-tuning2023.10 | 57 | |
| DDE#Params=205.3K2023.10 | 55.83 | |
| CNN#Params=5.4M2023.10 | 55.07 | |
| Transformer#Params=21.3M2023.10 | 54.12 | |
| ProtBert#Params=419.9M, Evaluation Protocol=only tuning the prediction head2023.10 | 53.87 | |
| LSTM#Params=26.7M2023.10 | 53.62 | |
| Moran#Params=123.4K2023.10 | 53 | |
| ResNet#Params=11.0M2023.10 | 48.91 |