Mathematical Reasoning on GSM8K (Accuracy, TPS)
83.9AccuracyDream
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DreamInstruction Tuning=Dream-Instruct2026.04 | 83.9 | 1 | |
| dParallelInstruction Tuning=Dream-Instruct2026.04 | 82.1 | 3.02 | |
| d3LLMInstruction Tuning=Dream-Instruct2026.04 | 81.4 | 4.94 | |
| TRIMSInstruction Tuning=Dream-Instruct, Sampling strategy=confidence-based sampling2026.04 | 80.3 | 4.11 | |
| Fast-dLLMInstruction Tuning=Dream-Instruct2026.04 | 79 | 1.44 | |
| Fast-dLLM-v2Instruction Tuning=Dream-Instruct2026.04 | 77.5 | 2.21 |