Question Answering on ARC-C (Accuracy, Throughput, Efficiency)
88.53AccuracyLLaDA-8B-Instruct
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLaDA-8B-InstructParallel Decoding=false2026.05 | 88.53 | 25.49 | 1 | |
| dLLM-CacheAcceleration Method=dLLM-Cache, Parallel Decoding=false2026.05 | 88.49 | 33.64 | 1.32 | |
| Fast-dLLMAcceleration Method=Fast-dLLM, Parallel Decoding=true2026.05 | 88.32 | 41.55 | 1.63 | |
| Dynamic-dLLMAcceleration Method=Dynamic-dLLM, Parallel Decoding=false2026.05 | 88.09 | 40.27 | 1.58 | |
| Fast-dLLMAcceleration Method=Fast-dLLM, Parallel Decoding=false2026.05 | 88.05 | 32.88 | 1.29 | |
| dKV-CacheAcceleration Method=dKV-Cache, Parallel Decoding=false2026.05 | 87.98 | 29.82 | 1.17 | |
| Dynamic-dLLMAcceleration Method=Dynamic-dLLM, Parallel Decoding=true2026.05 | 87.79 | 42.31 | 1.66 |