Multimodal Mathematical Reasoning on MathVista (Accuracy, Throughput, Speedup)
59.7AccuracyHalf Steps
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Half Stepsbackbone=LLaDA-V, decoding_mode=half-step2026.06 | 59.7 | 5.56 | 1.96 | |
| Full Stepsbackbone=LLaDA-V, decoding_mode=full-step2026.06 | 59.2 | 2.84 | 1 | |
| Fast-dLLM++backbone=LLaDA-V, decoding_mode=profile-aware decoding2026.06 | 56.8 | 32.9 | 11.6 | |
| Fast-dLLMbackbone=LLaDA-V, decoding_mode=fast-dLLM2026.06 | 56.6 | 28.2 | 9.9 |