CDS-vs-nonCDS classification on E. coli 50% GC
83.9AUROCcodon + biology
Evaluation results
| Method | Links | |
|---|---|---|
| codon + biologyHead architecture=codon + stop counts + amino-acid composition, Zero-shot evaluation=true2026.05 | 83.9 | |
| codonHead architecture=codon-Fourier magnitude, Zero-shot evaluation=true2026.05 | 78.3 | |
| sinHead architecture=sinusoidal PE (sin), Zero-shot evaluation=true2026.05 | 60.6 | |
| APEHead architecture=learned absolute positional encoding (APE), Zero-shot evaluation=true2026.05 | 59.9 |