Protein Fold Classification on CATH v4.4 (external test)
90.22AccuracySaProt-650M
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SaProt-650Msize=650M, training protocol=pretrained + finetuned2026.05 | 90.22 | 76.78 | |
| MiAE-B+seqsize=102M, training protocol=pretrained + finetuned2026.05 | 90.08 | 77.34 | |
| MiAE-Lsize=339M, training protocol=pretrained + finetuned2026.05 | 90.01 | 76.46 | |
| MiAE-Bsize=102M, training protocol=pretrained + finetuned2026.05 | 89.84 | 75.72 | |
| MiAE-Ssize=29M, training protocol=pretrained + finetuned2026.05 | 89.6 | 76.08 | |
| MiAE-B+seqsize=102M, training protocol=supervised from scratch2026.05 | 89.4 | 75.67 | |
| SaProt-35Msize=35M, training protocol=pretrained + finetuned2026.05 | 89.22 | 74.75 | |
| MiAE-Lsize=339M, training protocol=supervised from scratch2026.05 | 89.17 | 75.03 | |
| MiAE-Bsize=102M, training protocol=supervised from scratch2026.05 | 89.06 | 75.02 | |
| MiAE-Ssize=29M, training protocol=supervised from scratch2026.05 | 88.87 | 74.38 | |
| ESM2-650Msize=650M, training protocol=pretrained + finetuned2026.05 | 88.59 | 72.29 | |
| ESM2-150Msize=150M, training protocol=pretrained + finetuned2026.05 | 86.21 | 65.85 | |
| ESM2-35Msize=35M, training protocol=pretrained + finetuned2026.05 | 83.01 | 58.65 | |
| GotenNetsize=1.9M, training protocol=supervised from scratch2026.05 | 82.61 | 65.44 | |
| E3NNsize=1.9M, training protocol=supervised from scratch2026.05 | 71.15 | 42.4 | |
| MACEsize=1.5M, training protocol=supervised from scratch2026.05 | 69.73 | 44.73 |