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Mathematical Reasoning on AIME 25 (Accuracy and Tokens)

83.3AccuracyDDC
66.1470.59575.0579.505May 14, 2026

Evaluation results

MethodLinks
DDCBackbone=DeepSeek-R1-0528-Qwen3-8B2026.0583.32.4
DDCBackbone=Qwen3-4B2026.0582.11.5
ϕ-Decoding + SCBackbone=DeepSeek-R1-0528-Qwen3-8B2026.0579.252.6
Predictive Decoding + SCBackbone=DeepSeek-R1-0528-Qwen3-8B2026.057857.1
ϕ-Decoding + SCBackbone=Qwen3-4B2026.0567.143.3
Predictive Decoding + SCBackbone=Qwen3-4B2026.0566.848.9