ASM regimen prediction on Ugandan Epilepsy Cohort B Polytherapy Visit 2
65.2EM@3MANANA-Single
Evaluation results
| Method | Links | |
|---|---|---|
| MANANA-SingleCategory=Prompt optimization2026.06 | 65.2 | |
| MANANA-MultiCategory=Prompt optimization2026.06 | 61.1 | |
| DSPyOptimizer=GEPA optimizer, Category=Prompt optimization2026.06 | 59.6 | |
| ExpeLCategory=Prompt optimization2026.06 | 56.2 | |
| TextGradCategory=Prompt optimization2026.06 | 52.4 | |
| Single-agentCategory=Direct LLM prompting2026.06 | 49.4 | |
| Base PromptLearning=0-learning, Category=Direct LLM prompting2026.06 | 29.1 | |
| XGBoostCategory=Classical methods2026.06 | 7.1 | |
| Naive BayesCategory=Classical methods2026.06 | 2.5 |