Multimodal Mathematical Reasoning on MathVerse (Accuracy, Throughput, Speedup)
28.6AccuracyFast-dLLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fast-dLLMbackbone=LLaDA-V, decoding_mode=fast-dLLM2026.06 | 28.6 | 23.3 | 8.5 | |
| Full Stepsbackbone=LLaDA-V, decoding_mode=full-step2026.06 | 28.5 | 2.75 | 1 | |
| Half Stepsbackbone=LLaDA-V, decoding_mode=half-step2026.06 | 28.3 | 5.17 | 1.88 | |
| Fast-dLLM++backbone=LLaDA-V, decoding_mode=profile-aware decoding2026.06 | 27.9 | 23.8 | 8.66 |