ASM regimen prediction on Ugandan Epilepsy Cohort B Monotherapy, Visit 3
94.8EM@3DSPy
Evaluation results
| Method | Links | |
|---|---|---|
| DSPyOptimizer=GEPA optimizer, Category=Prompt optimization2026.06 | 94.8 | |
| MANANA-MultiCategory=Prompt optimization2026.06 | 93.2 | |
| MANANA-SingleCategory=Prompt optimization2026.06 | 92.2 | |
| TextGradCategory=Prompt optimization2026.06 | 87.3 | |
| ExpeLCategory=Prompt optimization2026.06 | 86.5 | |
| Single-agentCategory=Direct LLM prompting2026.06 | 83.8 | |
| Base PromptLearning=0-learning, Category=Direct LLM prompting2026.06 | 58.4 | |
| EpiPickCategory=Expert System2026.06 | 58.1 | |
| XGBoostCategory=Classical methods2026.06 | 45.3 | |
| Naive BayesCategory=Classical methods2026.06 | 38.2 |