ASM regimen prediction on Ugandan Epilepsy Cohort A Monotherapy Visit 3
97EM@3MANANA-Multi
Evaluation results
| Method | Links | |
|---|---|---|
| MANANA-MultiCategory=Prompt optimization2026.06 | 97 | |
| DSPyOptimizer=GEPA optimizer, Category=Prompt optimization2026.06 | 95 | |
| MANANA-SingleCategory=Prompt optimization2026.06 | 93.2 | |
| Single-agentCategory=Direct LLM prompting2026.06 | 90.3 | |
| TextGradCategory=Prompt optimization2026.06 | 87.3 | |
| ExpeLCategory=Prompt optimization2026.06 | 82.7 | |
| Naive BayesCategory=Classical methods2026.06 | 74.9 | |
| XGBoostCategory=Classical methods2026.06 | 71.1 | |
| Base PromptLearning=0-learning, Category=Direct LLM prompting2026.06 | 59.3 | |
| EpiPickCategory=Expert System2026.06 | 51.3 |