Science Reasoning on GPQA (TPS, Speed, Score)
92.08TPSSTDec
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STDecBackbone=LLaDA-8B-Instruct2026.04 | 92.08 | 14.76 | 29.29 | |
| LLaDA + LocalLeapBackbone=LLaDA-8B-Instruct2026.04 | 74.6 | 11.96 | 29.29 | |
| LLaDA + Fast-dLLM (Parallel)Backbone=LLaDA-8B-Instruct2026.04 | 62.61 | 10.03 | 28.79 | |
| LLaDA + Half-StepBackbone=LLaDA-8B-Instruct2026.04 | 12.66 | 2.02 | 30.81 | |
| LLaDA + dKV-CacheBackbone=LLaDA-8B-Instruct2026.04 | 12.33 | 1.98 | 32.32 | |
| Vanilla LLaDABackbone=LLaDA-8B-Instruct2026.04 | 6.24 | 1 | 28.79 |