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Continual Factual Knowledge Acquisition on ZSRE Continual

63.28Averaged Soft Token AccuracyNaive
46.473650.836855.259.5632May 11, 2026

Evaluation results

MethodLinks
NaiveBackbone=Qwen2.52026.0563.28
STOCBackbone=Qwen2.5, alpha=0.82026.0562.59
STOCBackbone=Qwen2.5, alpha=0.52026.0562.26
LAMOLBackbone=Qwen2.5, alpha=0.52026.0558.37
LAMOLBackbone=Qwen2.5, alpha=0.82026.0557.44
NaiveBackbone=Pythia2026.0548.48
STOCBackbone=Pythia, alpha=0.52026.0547.94
LAMOLBackbone=Pythia, alpha=0.52026.0547.56
STOCBackbone=Pythia, alpha=0.82026.0547.23
LAMOLBackbone=Pythia, alpha=0.82026.0547.12