ASM regimen prediction on Ugandan Epilepsy Cohort B Polytherapy Visit 1
48.2EM@3MANANA-Single
Evaluation results
| Method | Links | |
|---|---|---|
| MANANA-SingleCategory=Prompt optimization2026.06 | 48.2 | |
| DSPyOptimizer=GEPA optimizer, Category=Prompt optimization2026.06 | 44.8 | |
| MANANA-MultiCategory=Prompt optimization2026.06 | 40.2 | |
| Single-agentCategory=Direct LLM prompting2026.06 | 39.4 | |
| TextGradCategory=Prompt optimization2026.06 | 39 | |
| ExpeLCategory=Prompt optimization2026.06 | 32 | |
| Base PromptLearning=0-learning, Category=Direct LLM prompting2026.06 | 24.8 | |
| XGBoostCategory=Classical methods2026.06 | 10.4 | |
| Naive BayesCategory=Classical methods2026.06 | 4.4 |