IL-2 Phenotype Optimization on GenePT
13.9Cumulative Recall@kBioTS-HM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BioTS-HMAcquisition Function=TS, Biological Prior=Hallmark (HM)2025.09 | 13.9 | 0.013 | |
| BioTS-HMAcquisition Function=TS, Surrogate Function Features=HM2025.09 | 13.9 | 0.025 | |
| BioUCB-HMAcquisition Function=UCB, Biological Prior=Hallmark (HM)2025.09 | 13.8 | 0.012 | |
| BioUCB-HMAcquisition Function=UCB, Surrogate Function Features=HM2025.09 | 13.8 | 0.023 | |
| BioUCB-GOAcquisition Function=UCB, Biological Prior=Gene Ontology (GO)2025.09 | 13.1 | 0.008 | |
| BioUCB-GOAcquisition Function=UCB, Surrogate Function Features=GO2025.09 | 13.1 | 0.015 | |
| BioTS-GOAcquisition Function=TS, Biological Prior=Gene Ontology (GO)2025.09 | 11.9 | 0.011 | |
| BioTS-GOAcquisition Function=TS, Surrogate Function Features=GO2025.09 | 11.9 | 0.021 | |
| UCBAcquisition Function=UCB, Biological Prior=None2025.09 | 11.8 | 0.011 | |
| UCBAcquisition Function=UCB, Surrogate Function Features=None2025.09 | 11.8 | 0.022 | |
| TSAcquisition Function=TS, Biological Prior=None2025.09 | 11.3 | 0.014 | |
| TSAcquisition Function=TS, Surrogate Function Features=None2025.09 | 11.3 | 0.027 | |
| EIAcquisition Function=EI, Biological Prior=None2025.09 | 10.7 | 0.005 | |
| BioEI-GOAcquisition Function=EI, Biological Prior=Gene Ontology (GO)2025.09 | 10.7 | 0.005 | |
| BioEI-HMAcquisition Function=EI, Biological Prior=Hallmark (HM)2025.09 | 10.7 | 0.005 | |
| EIAcquisition Function=EI, Surrogate Function Features=None2025.09 | 10.7 | 0.01 | |
| BioEI-GOAcquisition Function=EI, Surrogate Function Features=GO2025.09 | 10.7 | 0.01 | |
| BioEI-HMAcquisition Function=EI, Surrogate Function Features=HM2025.09 | 10.7 | 0.009 | |
| RandomAcquisition Function=Random, Biological Prior=None2025.09 | 4.9 | 0.001 | |
| RandomAcquisition Function=Random, Surrogate Function Features=None2025.09 | 4.9 | 0.002 |