ASM regimen prediction on Ugandan Epilepsy Cohort B Monotherapy Visit 1
87.3EM@3MANANA-Multi
Evaluation results
| Method | Links | |
|---|---|---|
| MANANA-MultiCategory=Prompt optimization2026.06 | 87.3 | |
| ExpeLCategory=Prompt optimization2026.06 | 83.1 | |
| MANANA-SingleCategory=Prompt optimization2026.06 | 82.2 | |
| DSPyOptimizer=GEPA optimizer, Category=Prompt optimization2026.06 | 81.8 | |
| Single-agentCategory=Direct LLM prompting2026.06 | 76.7 | |
| TextGradCategory=Prompt optimization2026.06 | 74 | |
| EpiPickCategory=Expert System2026.06 | 58 | |
| Base PromptLearning=0-learning, Category=Direct LLM prompting2026.06 | 53.1 | |
| XGBoostCategory=Classical methods2026.06 | 41.5 | |
| Naive BayesCategory=Classical methods2026.06 | 37.7 |