IFN-γ Phenotype Optimization on GenePT
10.1Cumulative Top-k RecallBioUCB-HM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BioUCB-HMAcquisition Function=UCB, Biological Prior=Hallmark (HM)2025.09 | 10.1 | 0.001 | |
| BioUCB-HMAcquisition Function=UCB, Surrogate Function Features=HM2025.09 | 10.1 | 0.002 | |
| BioTS-GOAcquisition Function=TS, Biological Prior=Gene Ontology (GO)2025.09 | 9.7 | 0.004 | |
| BioTS-GOAcquisition Function=TS, Surrogate Function Features=GO2025.09 | 9.7 | 0.008 | |
| BioEI-HMAcquisition Function=EI, Biological Prior=Hallmark (HM)2025.09 | 9.6 | 0.007 | |
| BioEI-HMAcquisition Function=EI, Surrogate Function Features=HM2025.09 | 9.6 | 0.014 | |
| BioEI-GOAcquisition Function=EI, Biological Prior=Gene Ontology (GO)2025.09 | 9.5 | 0.005 | |
| BioEI-GOAcquisition Function=EI, Surrogate Function Features=GO2025.09 | 9.5 | 0.01 | |
| BioTS-HMAcquisition Function=TS, Biological Prior=Hallmark (HM)2025.09 | 9.3 | 0.005 | |
| BioTS-HMAcquisition Function=TS, Surrogate Function Features=HM2025.09 | 9.3 | 0.01 | |
| BioUCB-GOAcquisition Function=UCB, Biological Prior=Gene Ontology (GO)2025.09 | 9.2 | 0.005 | |
| BioUCB-GOAcquisition Function=UCB, Surrogate Function Features=GO2025.09 | 9.2 | 0.01 | |
| TSAcquisition Function=TS, Biological Prior=None2025.09 | 8.8 | 0.002 | |
| TSAcquisition Function=TS, Surrogate Function Features=None2025.09 | 8.8 | 0.004 | |
| UCBAcquisition Function=UCB, Biological Prior=None2025.09 | 8.6 | 0.004 | |
| UCBAcquisition Function=UCB, Surrogate Function Features=None2025.09 | 8.6 | 0.008 | |
| EIAcquisition Function=EI, Biological Prior=None2025.09 | 7.7 | 0.004 | |
| EIAcquisition Function=EI, Surrogate Function Features=None2025.09 | 7.7 | 0.008 | |
| RandomAcquisition Function=Random, Biological Prior=None2025.09 | 5 | 0.001 | |
| RandomAcquisition Function=Random, Surrogate Function Features=None2025.09 | 5 | 0.002 |