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Knowledge Evaluation on MMLU (Continual)

32.03AccuracySTOC
23.689225.854628.0230.1854May 11, 2026

Evaluation results

MethodLinks
STOCModel Scale=1.7B, Prompts=5-shot, Freezing Layers=Best reported2026.0532.03
STOCModel Scale=0.6B, Prompts=5-shot, Freezing Layers=Best reported2026.0530.92
LAMOLModel Scale=0.6B, Prompts=5-shot, Freezing Layers=Best reported2026.0529.42
LAMOLModel Scale=1.7B, Prompts=5-shot, Freezing Layers=Best reported2026.0528.91
NaiveModel Scale=0.6B, Prompts=5-shot, Freezing Layers=Best reported2026.0524.4
NaiveModel Scale=1.7B, Prompts=5-shot, Freezing Layers=Best reported2026.0524.01