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Overall Survival (>12m) Prediction on Real Clinical Data (n=35 patients) 1.0 (test)

74.3AccuracyTheraAgent
47.57254.51161.4568.389Mar 14, 2026

Evaluation results

MethodLinks
TheraAgentBase LLM=GPT-4o, Method Category=Medical AI Agents2026.0374.382.9
GPT-4o + RAGBase LLM=GPT-4o, Method Category=Single LLM2026.0365.770
MDAgentsBase LLM=GPT-4o, Method Category=Medical AI Agents2026.0365.770.6
MedAgentsBase LLM=GPT-4o, Method Category=Medical AI Agents2026.036072
MedAgent-ProBase LLM=GPT-4o, Method Category=Medical AI Agents2026.036066.7
GPT-4o + Self-ConsistencyBase LLM=GPT-4o, Method Category=Single LLM2026.0354.342.9
GPT-4oBase LLM=GPT-4o, Method Category=Single LLM2026.0348.643.8
GPT-4o + CoTBase LLM=GPT-4o, Method Category=Single LLM2026.0348.640