General Reasoning on Hellaswag (Accuracy, Gain, Speedup)
81.9AccuracyProphet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ProphetModel=Dream-7B-Instruct, Decoding Strategy=Prophet, Evaluation Setting=Zero-shot2025.08 | 81.9 | 0.7 | 2.55 | |
| Full-step decodingModel=Dream-7B-Instruct, Decoding Strategy=Full-step, Evaluation Setting=Zero-shot2025.08 | 81.2 | — | — | |
| ProphetModel=LLaDA-8B-Instruct, Decoding Strategy=Prophet, Evaluation Setting=Zero-shot2025.08 | 70.9 | 2.2 | 2.14 | |
| Full-step decodingModel=LLaDA-8B-Instruct, Decoding Strategy=Full-step, Evaluation Setting=Zero-shot2025.08 | 68.7 | — | — |