Peptide Permeability Prediction on Peptide Permeability Scaffold split
0.777AUC-ROCNP Mamba (M1-AIS-rds)
Evaluation results
| Method | Links | |
|---|---|---|
| NP Mamba (M1-AIS-rds)tuning_protocol=Pre-trained (No task-specific fine-tuning), pre_training_dataset=1M NPs2026.02 | 0.777 | |
| ChemBERTa-77M-MTRtuning_protocol=Without Fine-tuning, pre_training_dataset=1M NPs2026.02 | 0.775 | |
| MoLFormer-XL-both-10pcttuning_protocol=Fine-tuned, pre_training_dataset=1M NPs2026.02 | 0.759 | |
| ChemBERTa-77M-MLMtuning_protocol=Fine-tuned, pre_training_dataset=1M NPs2026.02 | 0.755 | |
| ChemBERTa-77M-MLMtuning_protocol=Without Fine-tuning, pre_training_dataset=1M NPs2026.02 | 0.751 | |
| MoLFormer-XL-both-10pcttuning_protocol=Without Fine-tuning, pre_training_dataset=1M NPs2026.02 | 0.732 |