DNA Sequence Modeling on Promoter (test)
0.029MSEFISHER-FLOW
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FISHER-FLOW2024.05 | 0.029 | 1.4 | — | — | |
| DDSM2024.05 | 0.033 | — | — | — | |
| Language Model2024.05 | 0.034 | 2.247 | — | — | |
| Dirichlet FM2024.05 | 0.034 | 1.978 | — | — | |
| D3PMvariant=uniform2024.05 | 0.038 | — | — | — | |
| Bit Diffusionencoding=one-hot encoding2024.05 | 0.04 | — | — | — | |
| Bit Diffusionencoding=bit-encoding2024.05 | 0.041 | — | — | — | |
| e-GEODESICSGPCA dimensionality reduction=false2026.01 | — | — | — | 0.029 | |
| e-GEODESICS ON MGPCA dimensionality reduction=true2026.01 | — | — | — | 0.038 | |
| FISHER-FLOW2026.01 | — | — | — | 0.029 | |
| LANGUAGE MODEL2026.01 | — | — | — | 0.034 |