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Knowledge Evaluation on SuperGPQA Continual

15.85AccuracySTOC
9.3511.037512.72514.4125May 11, 2026

Evaluation results

MethodLinks
STOCModel Scale=1.7B, Prompts=5-shot, Freezing Layers=Best reported2026.0515.85
STOCModel Scale=0.6B, Prompts=5-shot, Freezing Layers=Best reported2026.0515.24
LAMOLModel Scale=0.6B, Prompts=5-shot, Freezing Layers=Best reported2026.0513.87
LAMOLModel Scale=1.7B, Prompts=5-shot, Freezing Layers=Best reported2026.0513.35
NaiveModel Scale=0.6B, Prompts=5-shot, Freezing Layers=Best reported2026.0510.98
NaiveModel Scale=1.7B, Prompts=5-shot, Freezing Layers=Best reported2026.059.6