ASM regimen prediction on Ugandan Epilepsy Cohort A Monotherapy Visit 2
95.3EM@3MANANA-Multi
Evaluation results
| Method | Links | |
|---|---|---|
| MANANA-MultiCategory=Prompt optimization2026.06 | 95.3 | |
| MANANA-SingleCategory=Prompt optimization2026.06 | 92.1 | |
| DSPyOptimizer=GEPA optimizer, Category=Prompt optimization2026.06 | 91.3 | |
| TextGradCategory=Prompt optimization2026.06 | 88.1 | |
| Single-agentCategory=Direct LLM prompting2026.06 | 84.5 | |
| ExpeLCategory=Prompt optimization2026.06 | 81 | |
| Naive BayesCategory=Classical methods2026.06 | 67.2 | |
| XGBoostCategory=Classical methods2026.06 | 64.1 | |
| Base PromptLearning=0-learning, Category=Direct LLM prompting2026.06 | 56.4 | |
| EpiPickCategory=Expert System2026.06 | 49.1 |