Enzyme Design Structural Stability Prediction on Enzyme Family (test)
93.22EC 1.1.1 ScoreESM2+EGNN
Evaluation Results
| Method | Links | |||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ESM2+EGNNInverse folding model=ProteinMPNN2024.05 | 93.22 | 91.68 | 90.1 | 86.29 | 94.9 | 78.73 | 90.94 | 87.93 | 87.07 | 91.15 | 93.99 | 87.45 | 90.51 | 88.13 | 94.98 | 89 | 92.74 | 87.41 | 86.43 | 89.05 | 58.58 | 82.56 | 91.94 | 90.93 | 85.09 | 74.46 | 82.17 | 88.15 | 89.26 | 84.14 | 87.3 | |
| EnzyGenInverse folding model=ProteinMPNN2024.05 | 90.05 | 91.3 | 92.56 | 97.56 | 98.08 | 89.81 | 88.91 | 93.67 | 91.56 | 86.3 | 97.75 | 73.66 | 90.53 | 94.81 | 96.02 | 96.47 | 97.62 | 90.15 | 85.19 | 95.71 | 71.34 | 96.32 | 97.54 | 81.33 | 81.01 | 92.42 | 86.13 | 89.63 | 94.89 | 87.32 | 90.52 | |
| PROTSEEDInverse folding model=ProteinMPNN2024.05 | 75.84 | 81.8 | 72.9 | 83.84 | 77.32 | 77.66 | 75.62 | 77.34 | 79.14 | 75.58 | 74.2 | 77.36 | 79.65 | 78.3 | 77.38 | 76.9 | 76.29 | 77.89 | 79.41 | 77.11 | 72.06 | 79.91 | 73.83 | 79.13 | 75.16 | 68.74 | 83.46 | 76.33 | 78.37 | 85.71 | 77.47 | |
| RFDiffusion+IFInverse folding model=ProteinMPNN2024.05 | 75.57 | 91.36 | 81.12 | 87.85 | 79.33 | 81.03 | 85.67 | 86.62 | 77.5 | 88.98 | 79.52 | 86.97 | 86.75 | 81.85 | 87.24 | 80.92 | 82.53 | 81.13 | 85.91 | 94.1 | 91.67 | 76.09 | 80.76 | 87.57 | 66.85 | 83.48 | 82.41 | 81.11 | 77.05 | 77.93 | 82.9 |