ASM regimen prediction on Ugandan Epilepsy Cohort A Polytherapy Visit 3
72.6EM@3MANANA-Multi
Evaluation results
| Method | Links | |
|---|---|---|
| MANANA-MultiCategory=Prompt optimization2026.06 | 72.6 | |
| DSPyOptimizer=GEPA optimizer, Category=Prompt optimization2026.06 | 70.2 | |
| MANANA-SingleCategory=Prompt optimization2026.06 | 64.1 | |
| TextGradCategory=Prompt optimization2026.06 | 57.6 | |
| XGBoostCategory=Classical methods2026.06 | 43.1 | |
| ExpeLCategory=Prompt optimization2026.06 | 42.9 | |
| Single-agentCategory=Direct LLM prompting2026.06 | 42.3 | |
| Naive BayesCategory=Classical methods2026.06 | 37.7 | |
| Base PromptLearning=0-learning, Category=Direct LLM prompting2026.06 | 30.2 |