ASM regimen prediction on Ugandan Epilepsy Cohort A Monotherapy Visit 1
89.7EM@3MANANA-Multi
Evaluation results
| Method | Links | |
|---|---|---|
| MANANA-MultiCategory=Prompt optimization2026.06 | 89.7 | |
| TextGradCategory=Prompt optimization2026.06 | 87.4 | |
| DSPyOptimizer=GEPA optimizer, Category=Prompt optimization2026.06 | 87.1 | |
| MANANA-SingleCategory=Prompt optimization2026.06 | 87 | |
| Single-agentCategory=Direct LLM prompting2026.06 | 78.4 | |
| Naive BayesCategory=Classical methods2026.06 | 71.3 | |
| XGBoostCategory=Classical methods2026.06 | 70.2 | |
| ExpeLCategory=Prompt optimization2026.06 | 67.2 | |
| EpiPickCategory=Expert System2026.06 | 52.9 | |
| Base PromptLearning=0-learning, Category=Direct LLM prompting2026.06 | 44.4 |