Mathematical Reasoning on Minerva-Algebra
7.03TPFDMax-Math
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DMax-MathZero-shot=true, Batch size=1, Decoding threshold=0.5, Generation length=2048, Hardware=2x H200 GPUs, Framework=dInFer [54], Prompting strategy=chain-of-thought [80]2026.04 | 7.03 | 1,492 | 91.5 | 658 | |
| dParallel SFTZero-shot=true, Batch size=1, Generation length=2048, Hardware=2x H200 GPUs, Framework=dInFer [54], Prompting strategy=chain-of-thought [80]2026.04 | 3.91 | 943 | 91.4 | 430 | |
| Hierarchical DecodingZero-shot=true, Batch size=1, Decoding threshold=0.2, Generation length=2048, Hardware=2x H200 GPUs, Framework=dInFer [54], Prompting strategy=chain-of-thought [80]2026.04 | 3.4 | 787 | 90.6 | 382 | |
| LLaDA-2.0-miniZero-shot=true, Batch size=1, Decoding threshold=0.95, Generation length=2048, Hardware=2x H200 GPUs, Framework=dInFer [54], Prompting strategy=chain-of-thought [80]2026.04 | 3.01 | 755 | 91.4 | 363 | |
| Uniform Diffusion TrainingZero-shot=true, Batch size=1, Generation length=2048, Hardware=2x H200 GPUs, Framework=dInFer [54], Prompting strategy=chain-of-thought [80]2026.04 | 2.55 | 551 | 42.7 | 0 |