CausalNovo: Advancing De Novo Peptide Sequencing via a Causality-Informed Framework
preprint · OpenReview · 2026
preprint · OpenReview · 2026. Ye Du et al.
| Date | 2026-02-14 |
| Type | preprint |
| Venue | OpenReview |
| Publisher | OpenReview |
| Contribution | algorithm |
| Link | https://openreview.net/forum?id=55GsILa8c9 |
Methods and tools
- CausalNovo: Causality-informed framework
Trained on
- Nine-species benchmark (InstaNovo split) · 10.57967/hf/3821, InstaDeepAI/ms_ninespecies_benchmark
- ProteomeTools (HC-PT (NovoBench)) · no public address
- Seven-species benchmark (NovoBench split) · no public address
- Seven-species benchmark (original (DeepNovo, 2017)) · no public address
Evaluated on
- Nine-species benchmark (version not stated)
- ProteomeTools (HC-PT (NovoBench)) · no public address
- Seven-species benchmark (NovoBench split) · no public address
- Seven-species benchmark (original (DeepNovo, 2017)) · no public address