PSA Response Prediction on Real Clinical Data (n=35 patients) 1.0 (test)
77.1AccuracyTheraAgent
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TheraAgentBase LLM=GPT-4o, Method Category=Medical AI Agents2026.03 | 77.1 | 81.2 | |
| GPT-4o + RAGBase LLM=GPT-4o, Method Category=Single LLM2026.03 | 65.7 | 66.7 | |
| MDAgentsBase LLM=GPT-4o, Method Category=Medical AI Agents2026.03 | 60 | 66.7 | |
| GPT-4o + CoTBase LLM=GPT-4o, Method Category=Single LLM2026.03 | 57.1 | 68.1 | |
| MedAgent-ProBase LLM=GPT-4o, Method Category=Medical AI Agents2026.03 | 54.3 | 58.8 | |
| GPT-4oBase LLM=GPT-4o, Method Category=Single LLM2026.03 | 48.6 | 30.8 | |
| MedAgentsBase LLM=GPT-4o, Method Category=Medical AI Agents2026.03 | 48.6 | 62.5 | |
| GPT-4o + Self-ConsistencyBase LLM=GPT-4o, Method Category=Single LLM2026.03 | 40 | 36.4 |