Code Generation on MBPP 3-shot max_gen_len=256
51.4AccuracyFast-DLLM (Dual)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fast-DLLM (Dual)Model=Dream-v0-Instruct-7B2026.03 | 51.4 | 69.36 | 21 | |
| BaselineModel=Dream-v0-Instruct-7B2026.03 | 50.6 | 3.31 | — | |
| EntropyCacheModel=Dream-v0-Instruct-7B2026.03 | 48.8 | 97.79 | 29.6 | |
| Baseline+ParallelModel=Dream-v0-Instruct-7B2026.03 | 48.6 | 29.66 | 9 | |
| d2CacheModel=Dream-v0-Instruct-7B2026.03 | 48.4 | 87.63 | 26.5 | |
| Elastic-CacheModel=Dream-v0-Instruct-7B2026.03 | 45.8 | 54.84 | 16.6 | |
| Baseline+ParallelModel=LLaDA-8B-Instruct2026.03 | 42.4 | 16.37 | 5.7 | |
| BaselineModel=LLaDA-8B-Instruct2026.03 | 42.2 | 2.89 | — | |
| d2CacheModel=LLaDA-8B-Instruct2026.03 | 40.8 | 52.77 | 18.3 | |
| Elastic-CacheModel=LLaDA-8B-Instruct2026.03 | 40.6 | 32.24 | 11.2 | |
| Fast-DLLM (Dual)Model=LLaDA-8B-Instruct2026.03 | 39.2 | 45.58 | 15.8 | |
| EntropyCacheModel=LLaDA-8B-Instruct2026.03 | 38.8 | 64.91 | 22.5 |