Generative modeling on HG38 reference genome (test)
3.067Perplexity (PPL)Mamba
Evaluation Results
| Method | Links | |
|---|---|---|
| MambaFine-tuning Objective=Autoregressive (Retrained), Params=465K2024.06 | 3.067 | |
| HyenaDNAFine-tuning Objective=Autoregressive (Retrained), Params=433K2024.06 | 3.153 | |
| MDLMFine-tuning Objective=Diffusion (Ours), Params=467K2024.06 | 3.199 | |
| SEDDFine-tuning Objective=Diffusion (Retrained), Params=467K2024.06 | 3.216 | |
| PlaidFine-tuning Objective=Diffusion (Retrained), Params=507K2024.06 | 3.24 |