Protein Localization Prediction on PEER Localization (test)
92.4AccuracyESM-1b
Evaluation results
| Method | Links | |
|---|---|---|
| ESM-1b#Params.=652.4M, Tuning Mode=Full Fine-tuning2023.10 | 92.4 | |
| BioT5#Params.=252.1M2023.10 | 91.69 | |
| ESM-1b#Params.=652.4M, Tuning Mode=Prediction Head Only2023.10 | 91.61 | |
| ProtBert#Params.=419.9M, Tuning Mode=Full Fine-tuning2023.10 | 91.32 | |
| LSTM#Params.=26.7M2023.10 | 88.11 | |
| CNN#Params.=5.4M2023.10 | 82.67 | |
| ProtBert#Params.=419.9M, Tuning Mode=Prediction Head Only2023.10 | 81.54 | |
| ResNet#Params.=11.0M2023.10 | 78.99 | |
| DDE#Params.=205.3K2023.10 | 77.43 | |
| Transformer#Params.=21.3M2023.10 | 75.74 | |
| Moran#Params.=123.4K2023.10 | 55.63 |