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Knowledge Evaluation on Overall Knowledge Aggregation (Aggregate)

40Improvement (%)CAD
-438.4-314.2-190-65.8Jan 31, 2026

Evaluation results

MethodLinks
CADProtocol=Inference-time2026.0140
GAME-LoRAProtocol=Training-time2026.01-10
DisagreementProtocol=Training-time2026.01-60
ActDecProtocol=Inference-time2026.01-280
MEProtocol=Training-time2026.01-420