Science Question Answering on GPQA 5-shot
34.75AccuracydLLM-Cache
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| dLLM-CacheAcceleration Method=dLLM-Cache, Parallel Decoding=false2026.05 | 34.75 | 19.54 | 2.74 | |
| Dream-v0-7B-InstructParallel Decoding=false2026.05 | 34.08 | 7.13 | 1 | |
| Fast-dLLMAcceleration Method=Fast-dLLM, Parallel Decoding=false2026.05 | 33.99 | 17.04 | 2.39 | |
| dKV-CacheAcceleration Method=dKV-Cache, Parallel Decoding=false2026.05 | 33.87 | 10.62 | 1.49 | |
| Fast-dLLMAcceleration Method=Fast-dLLM, Parallel Decoding=true2026.05 | 33.34 | 23.81 | 3.34 | |
| Dynamic-dLLMAcceleration Method=Dynamic-dLLM, Parallel Decoding=false2026.05 | 33.17 | 21.9 | 3.07 | |
| Dynamic-dLLMAcceleration Method=Dynamic-dLLM, Parallel Decoding=true2026.05 | 32.02 | 25.88 | 3.63 |