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Question Answering (Truthfulness) on TruthfulQA (Accuracy)

72.05AccuracyAgentRevive
62.617265.066167.51569.9639May 17, 2026

Evaluation results

MethodLinks
AgentReviveVar. NS=True, Flex. State=True, Base model=Qwen2.5-72B-Instruct2026.0572.05
AgentDropoutVar. NS=True, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0569.11
ARG-DesignerVar. NS=True, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0568.02
G-DesignerVar. NS=False, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0567.55
AgentPruneVar. NS=False, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0567.41
AgentVerseVar. NS=False, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0566.64
AutogenVar. NS=False, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0565.89
MASround=TVar. NS=False, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0565.76
SC (CoT)Var. NS=False, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0564.85
CoTVar. NS=False, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0564.61
MASround=1Var. NS=False, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0563.98
VanillaVar. NS=False, Flex. State=False, Base model=Qwen2.5-72B-Instruct2026.0562.98