Mathematical Reasoning on MATH500 4-shot max_gen_len=512
44.6AccuracyBaseline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BaselineModel=Dream-v0-Instruct-7B2026.03 | 44.6 | 2.6 | — | |
| Baseline+ParallelModel=Dream-v0-Instruct-7B2026.03 | 44 | 15.86 | 6.1 | |
| Elastic-CacheModel=LLaDA-8B-Instruct2026.03 | 43.8 | 24.43 | 9.9 | |
| d2CacheModel=LLaDA-8B-Instruct2026.03 | 43.6 | 32.18 | 13.1 | |
| EntropyCacheModel=Dream-v0-Instruct-7B2026.03 | 43.2 | 62.48 | 24 | |
| EntropyCacheModel=LLaDA-8B-Instruct2026.03 | 42.8 | 39.64 | 16.1 | |
| BaselineModel=LLaDA-8B-Instruct2026.03 | 42.4 | 2.47 | — | |
| Baseline+ParallelModel=LLaDA-8B-Instruct2026.03 | 42.4 | 9.5 | 3.9 | |
| d2CacheModel=Dream-v0-Instruct-7B2026.03 | 40.6 | 55.8 | 21.4 | |
| Fast-DLLM (Dual)Model=Dream-v0-Instruct-7B2026.03 | 40.2 | 43.52 | 16.7 | |
| Fast-DLLM (Dual)Model=LLaDA-8B-Instruct2026.03 | 40 | 32.81 | 13.3 | |
| Elastic-CacheModel=Dream-v0-Instruct-7B2026.03 | 38.8 | 41.9 | 16.1 |