Mathematical Reasoning on GSM8K CoT (Accuracy and Throughput)
451.8Throughput (H200 TPS)TAD-LLaDA-S
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TAD-LLaDA-SArchitecture=LLaDA, Hardware=H200 GPU, Mode=Speed2026.05 | 451.8 | 78.8 | |
| TAD-LLaDA-QArchitecture=LLaDA, Hardware=H200 GPU, Mode=Quality2026.05 | 339.4 | 79.9 | |
| d3LLM-LLaDAArchitecture=LLaDA, Hardware=H200 GPU2026.05 | 328.2 | 73.1 | |
| d3LLM-DreamArchitecture=Dream, Hardware=H200 GPU2026.05 | 295 | 81.4 | |
| TAD-Dream-SArchitecture=Dream, Hardware=H200 GPU, Mode=Speed2026.05 | 288.4 | 81 | |
| dParallel-LLaDAArchitecture=LLaDA, Hardware=H200 GPU2026.05 | 214.3 | 72.6 | |
| TAD-Dream-QArchitecture=Dream, Hardware=H200 GPU, Mode=Quality2026.05 | 205.7 | 81.4 | |
| dParallel-DreamArchitecture=Dream, Hardware=H200 GPU2026.05 | 189.4 | 82.1 | |
| Fast-dLLM-v2Architecture=Dream, Hardware=H200 GPU2026.05 | 169.3 | 77.5 | |
| Fast-dLLM-LLaDAArchitecture=LLaDA, Hardware=H200 GPU2026.05 | 137.3 | 74.7 | |
| D2F-LLaDAArchitecture=LLaDA, Hardware=H200 GPU2026.05 | 121.1 | 73.2 | |
| Fast-dLLM-DreamArchitecture=Dream, Hardware=H200 GPU2026.05 | 117.8 | 79 | |
| DreamArchitecture=Dream, Hardware=H200 GPU2026.05 | 40.1 | 83.9 | |
| LLaDAArchitecture=LLaDA, Hardware=H200 GPU2026.05 | 31.2 | 72.6 |