Generation Latency on QA domain
2.47Average Generation Time (s)L2P
Evaluation Results
| Method | Links | |
|---|---|---|
| L2PGen=128, Block=64, Base Model=LLaDA2026.05 | 2.47 | |
| TRACELOCKGen=128, Block=32, Base Model=Dream, Implementation Corrected=true2026.05 | 2.87 | |
| TRACELOCKGen=128, Block=64, Base Model=Dream, Implementation Corrected=true2026.05 | 3.01 | |
| L2PGen=128, Block=32, Base Model=LLaDA2026.05 | 3.08 | |
| TRACELOCKGen=128, Block=32, Base Model=Dream, Implementation Corrected=false2026.05 | 3.53 | |
| Fast-dLLMGen=128, Block=64, Base Model=LLaDA2026.05 | 3.59 | |
| Fast-dLLMGen=128, Block=64, Base Model=Dream2026.05 | 3.6 | |
| TRACELOCKGen=128, Block=64, Base Model=Dream, Implementation Corrected=false2026.05 | 3.7 | |
| Fast-dLLMGen=128, Block=32, Base Model=LLaDA2026.05 | 3.77 | |
| L2PGen=128, Block=64, Base Model=Dream2026.05 | 3.88 | |
| TRACELOCKGen=128, Block=32, Base Model=LLaDA, Implementation Corrected=true2026.05 | 4.3 | |
| Fast-dLLMGen=128, Block=32, Base Model=Dream2026.05 | 4.58 | |
| TRACELOCKGen=128, Block=32, Base Model=LLaDA, Implementation Corrected=false2026.05 | 4.61 | |
| TRACELOCKGen=128, Block=64, Base Model=LLaDA, Implementation Corrected=true2026.05 | 4.61 | |
| L2PGen=128, Block=32, Base Model=Dream2026.05 | 4.74 | |
| L2PGen=256, Block=128, Base Model=LLaDA2026.05 | 4.85 | |
| TRACELOCKGen=128, Block=64, Base Model=LLaDA, Implementation Corrected=false2026.05 | 4.94 | |
| ConfidenceGen=128, Block=64, Base Model=Dream2026.05 | 5.51 | |
| ConfidenceGen=128, Block=32, Base Model=Dream2026.05 | 5.52 | |
| ConfidenceGen=128, Block=32, Base Model=LLaDA2026.05 | 6.11 | |
| ConfidenceGen=128, Block=64, Base Model=LLaDA2026.05 | 6.11 | |
| TRACELOCKGen=256, Block=64, Base Model=Dream, Implementation Corrected=true2026.05 | 6.97 | |
| L2PGen=256, Block=64, Base Model=LLaDA2026.05 | 7.34 | |
| TRACELOCKGen=256, Block=128, Base Model=Dream, Implementation Corrected=true2026.05 | 7.61 | |
| L2PGen=256, Block=128, Base Model=Dream2026.05 | 8.62 | |
| TRACELOCKGen=256, Block=64, Base Model=Dream, Implementation Corrected=false2026.05 | 8.76 | |
| Fast-dLLMGen=256, Block=128, Base Model=Dream2026.05 | 9.07 | |
| Fast-dLLMGen=256, Block=128, Base Model=LLaDA2026.05 | 9.53 | |
| TRACELOCKGen=256, Block=128, Base Model=Dream, Implementation Corrected=false2026.05 | 9.57 | |
| Fast-dLLMGen=256, Block=64, Base Model=LLaDA2026.05 | 10.37 | |
| Fast-dLLMGen=256, Block=64, Base Model=Dream2026.05 | 13.02 | |
| TRACELOCKGen=256, Block=64, Base Model=LLaDA, Implementation Corrected=true2026.05 | 13.14 | |
| L2PGen=256, Block=64, Base Model=Dream2026.05 | 13.27 | |
| TRACELOCKGen=256, Block=64, Base Model=LLaDA, Implementation Corrected=false2026.05 | 13.65 | |
| TRACELOCKGen=256, Block=128, Base Model=LLaDA, Implementation Corrected=true2026.05 | 14.48 | |
| TRACELOCKGen=256, Block=128, Base Model=LLaDA, Implementation Corrected=false2026.05 | 15.04 | |
| ConfidenceGen=256, Block=128, Base Model=Dream2026.05 | 16.45 | |
| ConfidenceGen=256, Block=64, Base Model=Dream2026.05 | 16.46 | |
| ConfidenceGen=256, Block=64, Base Model=LLaDA2026.05 | 20.67 | |
| ConfidenceGen=256, Block=128, Base Model=LLaDA2026.05 | 20.68 |