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ResearchFormerly WizWand

Mathematical Reasoning on MathVista (Speedup Ratio and Token Length)

2.62Speedup RatioDREAM-S
1.98562.15032.3152.4797May 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DREAM-SModel=LLaVA-v1.6 Vicuna-13B, Temperature=02026.052.624.11
DREAM-SModel=Pixtral-12B, Temperature=02026.052.423.34
DREAM-SModel=LLaVA-v1.6 Vicuna-13B, Temperature=12026.052.383.99
DREAM-SModel=Pixtral-12B, Temperature=12026.052.223.22
DREAM-SModel=LLaVA-v1.6 Vicuna-7B, Temperature=02026.052.25.3
DREAM-SModel=LLaVA-v1.6 Vicuna-7B, Temperature=12026.052.095.13
DREAM-SModel=SmolVLM-2B, Temperature=02026.052.062.82
DREAM-SModel=SmolVLM-2B, Temperature=12026.052.012.66