Reasoning on GSM8K 5-shot
78.32AccuracyFast-dLLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fast-dLLMModel=LLaDA-8B-Instruct2026.05 | 78.32 | 15.92 | 3.05 | |
| CLADModel=LLaDA-8B-Instruct2026.05 | 77.79 | 25.59 | 4.9 | |
| VanillaModel=LLaDA-8B-Instruct2026.05 | 77.71 | 5.22 | 1 | |
| DAWNModel=LLaDA-8B-Instruct2026.05 | 76.88 | 21.94 | 4.2 | |
| VanillaModel=Dream-v0-Instruct-7B2026.05 | 76.49 | 3.3 | 1 | |
| Fast-dLLMModel=Dream-v0-Instruct-7B2026.05 | 75.89 | 13.27 | 4.02 | |
| KLASSModel=LLaDA-8B-Instruct2026.05 | 75.59 | 12.4 | 2.38 | |
| DAWNModel=Dream-v0-Instruct-7B2026.05 | 74.37 | 15.64 | 4.74 | |
| DAPDModel=LLaDA-8B-Instruct2026.05 | 74.07 | 14.64 | 2.8 | |
| CLADModel=Dream-v0-Instruct-7B2026.05 | 73.69 | 14.54 | 4.41 | |
| KLASSModel=Dream-v0-Instruct-7B2026.05 | 73.46 | 5.4 | 1.64 | |
| DAPDModel=Dream-v0-Instruct-7B2026.05 | 70.51 | 7.95 | 2.41 |