Mathematical Reasoning on MATH (Accuracy and Step Configuration)
43.2AccuracyKLASS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KLASSModel=Dream2025.11 | 43.2 | 149.72 | |
| Top-k MarginModel=Dream2025.11 | 39.4 | 256 | |
| EntropyModel=Dream2025.11 | 39.4 | 256 | |
| EntropyModel=LLaDA2025.11 | 34.6 | 256 | |
| KLASSModel=LLaDA2025.11 | 33.8 | 128.62 | |
| EntropyModel=LLaDA2025.11 | 32.6 | 128 | |
| EntropyModel=Dream2025.11 | 32.6 | 128 | |
| Top-k MarginModel=Dream2025.11 | 32.4 | 128 | |
| Top-k MarginModel=LLaDA2025.11 | 32 | 256 | |
| Top-k MarginModel=LLaDA2025.11 | 31.4 | 128 |