Mathematical Reasoning on AIME 25 (Accuracy and Tokens)
83.3AccuracyDDC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DDCBackbone=DeepSeek-R1-0528-Qwen3-8B2026.05 | 83.3 | 2.4 | |
| DDCBackbone=Qwen3-4B2026.05 | 82.1 | 1.5 | |
| ϕ-Decoding + SCBackbone=DeepSeek-R1-0528-Qwen3-8B2026.05 | 79.2 | 52.6 | |
| Predictive Decoding + SCBackbone=DeepSeek-R1-0528-Qwen3-8B2026.05 | 78 | 57.1 | |
| ϕ-Decoding + SCBackbone=Qwen3-4B2026.05 | 67.1 | 43.3 | |
| Predictive Decoding + SCBackbone=Qwen3-4B2026.05 | 66.8 | 48.9 |