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Multi-step Reasoning on Musique 12k ~ 16k

31.6Accuracy (macro)Absorber LLM
17.97621.51325.0528.587Apr 22, 2026

Evaluation results

MethodLinks
Absorber LLMSequence Length=12k ∼16k2026.0431.6
TTTSequence Length=12k ∼16k2026.0430.9
MambaSequence Length=12k ∼16k2026.0430.4
Standard-TruncationSequence Length=12k ∼16k2026.0418.5