Code Generation on Human Eval zero-shot
55.5FlexibilityDARE-KV
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DARE-KVBackbone=Dream, Base Framework=Fast-dLLM2026.05 | 55.5 | 39.4 | |
| P+CBackbone=Dream2026.05 | 54.9 | — | |
| DARE-OBackbone=Dream, Base Framework=Fast-dLLM2026.05 | 54.9 | 94.4 | |
| DARE-OBackbone=Dream, Base Framework=P+C2026.05 | 54.3 | 92.9 | |
| Fast-dLLMBackbone=Dream2026.05 | 54.3 | — | |
| BaselineBackbone=Dream2026.05 | 53.1 | — | |
| DARE-KVBackbone=Dream, Base Framework=P+C2026.05 | 51.8 | 42.9 | |
| DARE-KVBackbone=LLaDA, Base Framework=P+C2026.05 | 43.3 | 31.3 | |
| BaselineBackbone=LLaDA-1.52026.05 | 43.3 | — | |
| P+CBackbone=LLaDA2026.05 | 42.7 | — | |
| DARE-OBackbone=LLaDA, Base Framework=P+C2026.05 | 42.7 | 47.1 | |
| BaselineBackbone=LLaDA2026.05 | 42.1 | — | |
| DARE-KVBackbone=LLaDA-1.5, Base Framework=P+C2026.05 | 39.6 | 31.9 | |
| P+CBackbone=LLaDA-1.52026.05 | 39 | — | |
| DARE-OBackbone=LLaDA-1.5, Base Framework=P+C2026.05 | 38.4 | 46.2 | |
| DARE-OBackbone=LLaDA, Base Framework=Fast-dLLM2026.05 | 37.2 | 65.7 | |
| Fast-dLLMBackbone=LLaDA2026.05 | 36 | — | |
| Fast-dLLMBackbone=LLaDA-1.52026.05 | 36 | — | |
| DARE-KVBackbone=LLaDA-1.5, Base Framework=Fast-dLLM2026.05 | 36 | 9.31 | |
| DARE-KVBackbone=LLaDA, Base Framework=Fast-dLLM2026.05 | 34.8 | 9.08 | |
| DARE-OBackbone=LLaDA-1.5, Base Framework=Fast-dLLM2026.05 | 34.8 | 63 |