Peptide Permeability Prediction on Peptide Permeability (Random split)
0.863AUC-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 | 0.863 | |
| ChemBERTa-77M-MTRtuning_protocol=Without Fine-tuning, pre_training_dataset=1M NPs2026.02 | 0.863 | |
| MoLFormer-XL-both-10pcttuning_protocol=Fine-tuned, pre_training_dataset=1M NPs2026.02 | 0.855 | |
| MoLFormer-XL-both-10pcttuning_protocol=Without Fine-tuning, pre_training_dataset=1M NPs2026.02 | 0.855 | |
| ChemBERTa-77M-MLMtuning_protocol=Fine-tuned, pre_training_dataset=1M NPs2026.02 | 0.847 | |
| ChemBERTa-77M-MLMtuning_protocol=Without Fine-tuning, pre_training_dataset=1M NPs2026.02 | 0.845 |