AMP Classification on EV AMPs and non-AMP sources (test)
56.9AUPRCOmegAMP
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OmegAMP2025.04 | 56.9 | 90.4 | 43.5 | 0.3 | 138.1 | 0 | 0.4 | 0.5 | 0 | 0.4 | 0.7 | |
| AMPlify2025.04 | 16.7 | 41.6 | 96.1 | 36 | 2.7 | 7.2 | 31.8 | 87.3 | 23.3 | 86.4 | 80.9 | |
| HydrAMP-MIC2025.04 | 14.9 | 15.2 | 81.6 | 21.3 | 3.8 | 8.9 | 2.3 | 46 | 2.5 | 56.8 | 43.2 | |
| amPEPpy2025.04 | 14.8 | 50.6 | 94.2 | 40.1 | 2.4 | 15.1 | 38 | 82.8 | 31.2 | 87.6 | 73.7 | |
| SenseXAMP-classifier2025.04 | 14.8 | 20 | 97.9 | 67.5 | 1.5 | 49.1 | 55.2 | 90.1 | 48.4 | 88.3 | 90.4 | |
| HydrAMP-AMP2025.04 | 11.9 | 16 | 94.9 | 53.7 | 1.8 | 37.7 | 30.7 | 84.2 | 33.7 | 86.1 | 75 | |
| AMPScanner2025.04 | 9.7 | 12.7 | 96.3 | 51.3 | 1.9 | 37.6 | 41.1 | 81.5 | 25.8 | 81.5 | 80.4 | |
| AMPpredMFA2025.04 | 5.5 | 6.8 | 99.4 | 77.5 | 1.3 | 65.2 | 75.7 | 99.3 | 97.7 | 99.7 | 99.5 | |
| PyAMPA2025.04 | 4.2 | 13.4 | 27 | 13.4 | 2 | 6.7 | 6.9 | 31.2 | 3.8 | 27.9 | 20.4 |