ASM regimen prediction on Ugandan Epilepsy Cohort A Polytherapy Visit 2
61.7EM@3MANANA-Multi
Evaluation results
| Method | Links | |
|---|---|---|
| MANANA-MultiCategory=Prompt optimization2026.06 | 61.7 | |
| DSPyOptimizer=GEPA optimizer, Category=Prompt optimization2026.06 | 58.7 | |
| MANANA-SingleCategory=Prompt optimization2026.06 | 57 | |
| TextGradCategory=Prompt optimization2026.06 | 50.7 | |
| XGBoostCategory=Classical methods2026.06 | 40.3 | |
| Single-agentCategory=Direct LLM prompting2026.06 | 40.2 | |
| Naive BayesCategory=Classical methods2026.06 | 40 | |
| Base PromptLearning=0-learning, Category=Direct LLM prompting2026.06 | 29.3 | |
| ExpeLCategory=Prompt optimization2026.06 | 28.3 |