Peptide function prediction on AutoPeptideML homology clustering split 1.0 (out-of-distribution)
79.7AUROCESM2-650M
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ESM2-650M# params=650M2025.01 | 79.7 | 0.438 | |
| Prot-T5-XL# params=3B2025.01 | 79.7 | 0.447 | |
| ESM1b-650M# params=650M2025.01 | 78.9 | 0.433 | |
| ECFP# params=22k2025.01 | 78.1 | 0.437 | |
| ESM2-35M# params=35M2025.01 | 78 | 0.428 | |
| ESM2-150M# params=150M2025.01 | 77.7 | 0.402 | |
| ESM2-8M# params=8M2025.01 | 77.5 | 0.418 | |
| Prost-T5# params=3B2025.01 | 77.1 | 0.409 | |
| TT# params=23k2025.01 | 77.1 | 0.422 | |
| RDKit# params=20k2025.01 | 76.9 | 0.421 | |
| ProtBERT# params=420M2025.01 | 75.9 | 0.375 |