Anti-Cancer Activity Prediction on Anti-Cancer Activity (Random split)
0.814MCCNP 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 | 0.814 | |
| MoLFormer-XL-both-10pcttuning_protocol=Without Fine-tuning, pre_training_dataset=1M NPs2026.02 | 0.814 | |
| MoLFormer-XL-both-10pcttuning_protocol=Fine-tuned, pre_training_dataset=1M NPs2026.02 | 0.81 | |
| ChemBERTa-77M-MTRtuning_protocol=Without Fine-tuning, pre_training_dataset=1M NPs2026.02 | 0.806 | |
| ChemBERTa-77M-MLMtuning_protocol=Fine-tuned, pre_training_dataset=1M NPs2026.02 | 0.779 | |
| ChemBERTa-77M-MLMtuning_protocol=Without Fine-tuning, pre_training_dataset=1M NPs2026.02 | 0.777 |