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Long-context evaluation on RULER 16k context length

73.2AccuracyPARTREP
63.11265.73168.3570.969Jul 2, 2026

Evaluation results

MethodLinks
PARTREPBackbone=Qwen 2.5-3B, tau=0.3, local-context token window expansion=true2026.0773.2
No RepetitionBackbone=Qwen 2.5-3B2026.0772.3
Full RepetitionBackbone=Qwen 2.5-3B2026.0772.3
LLMLinguaBackbone=Qwen 2.5-3B2026.0763.5