Scientific Reasoning on GPQA (TPS, Speed, Score)
193.62TPSSTDec
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STDecBase Model=Dream-7B-Instruct, Decoding Strategy=STDec2026.04 | 193.62 | 27.86 | 32.83 | |
| LocalLeapBase Model=Dream-7B-Instruct, Decoding Strategy=LocalLeap2026.04 | 149.15 | 21.46 | 33.33 | |
| Fast-dLLM (Parallel)Base Model=Dream-7B-Instruct, Decoding Strategy=Fast-dLLM (Parallel)2026.04 | 88.95 | 12.8 | 34.85 | |
| Half-StepBase Model=Dream-7B-Instruct, Decoding Strategy=Half-Step2026.04 | 13.88 | 2 | 32.32 | |
| dKV-CacheBase Model=Dream-7B-Instruct, Decoding Strategy=dKV-Cache2026.04 | 13.21 | 1.9 | 33.33 | |
| Vanilla DreamBase Model=Dream-7B-Instruct, Decoding Strategy=Vanilla2026.04 | 6.95 | 1 | 32.83 |