Code Generation on MBPP Instruct
5.86TPFDMax-Coder
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DMax-CoderZero-shot=true, Batch size=1, Decoding threshold=0.65, Generation length=2048, Hardware=2x H200 GPUs, Framework=dInFer [54]2026.04 | 5.86 | 1,264 | 79.2 | 482 | |
| dParallel SFTZero-shot=true, Batch size=1, Generation length=2048, Hardware=2x H200 GPUs, Framework=dInFer [54]2026.04 | 3.66 | 880 | 74.7 | 273 | |
| Hierarchical DecodingZero-shot=true, Batch size=1, Decoding threshold=0.2, Generation length=2048, Hardware=2x H200 GPUs, Framework=dInFer [54]2026.04 | 2.88 | 685 | 76.6 | 241 | |
| Uniform Diffusion TrainingZero-shot=true, Batch size=1, Generation length=2048, Hardware=2x H200 GPUs, Framework=dInFer [54]2026.04 | 2.84 | 608 | 23.4 | 0 | |
| LLaDA-2.0-miniZero-shot=true, Batch size=1, Decoding threshold=0.95, Generation length=2048, Hardware=2x H200 GPUs, Framework=dInFer [54]2026.04 | 2.71 | 662 | 80.6 | 276 |