Code Generation on HumanEval (zero-shot, max_gen_len=512)
58.54AccuracyEntropyCache
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EntropyCacheModel=Dream-v0-Instruct-7B2026.03 | 58.54 | 119.02 | 30.7 | |
| Fast-DLLM (Dual)Model=Dream-v0-Instruct-7B2026.03 | 55.49 | 71.71 | 18.5 | |
| d2CacheModel=Dream-v0-Instruct-7B2026.03 | 53.66 | 110.83 | 28.6 | |
| BaselineModel=Dream-v0-Instruct-7B2026.03 | 53.05 | 3.87 | — | |
| Baseline+ParallelModel=Dream-v0-Instruct-7B2026.03 | 53.05 | 38.74 | 10 | |
| Elastic-CacheModel=Dream-v0-Instruct-7B2026.03 | 50.61 | 72.3 | 18.7 | |
| EntropyCacheModel=LLaDA-8B-Instruct2026.03 | 48.78 | 38.41 | 8.9 | |
| Baseline+ParallelModel=LLaDA-8B-Instruct2026.03 | 48.17 | 15.4 | 3.6 | |
| BaselineModel=LLaDA-8B-Instruct2026.03 | 46.34 | 4.32 | — | |
| Fast-DLLM (Dual)Model=LLaDA-8B-Instruct2026.03 | 44.51 | 37.71 | 8.7 | |
| Elastic-CacheModel=LLaDA-8B-Instruct2026.03 | 44.51 | 27.73 | 6.4 | |
| d2CacheModel=LLaDA-8B-Instruct2026.03 | 41.46 | 41.36 | 9.6 |