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ResearchFormerly WizWand

Reasoning on AIME25 (Accuracy, Token Usage, Speed)

0.667AccuracyTextMAS
0.4590.5130.5670.621Nov 25, 2025
Updated 5mo ago

Evaluation results

MethodLinks
TextMASMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-14B2025.110.66750,0036,019
LatentMASMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-14B2025.110.6679,5271,056
LatentMASMAS Setting=Sequential MAS Setting, Backbone=Qwen3-14B2025.110.63311,4021,473
TextMASMAS Setting=Sequential MAS Setting, Backbone=Qwen3-14B2025.110.644,6185,184
SingleMAS Setting=Sequential MAS Setting, Backbone=Qwen3-14B2025.110.56711,2981,040
SingleMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-14B2025.110.56711,2981,040
TextMASMAS Setting=Sequential MAS Setting, Backbone=Qwen3-8B2025.110.53345,0883,150
LatentMASMAS Setting=Sequential MAS Setting, Backbone=Qwen3-8B2025.110.5338,699820
TextMASMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-8B2025.110.553,9293,488
LatentMASMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-8B2025.110.513,230616
SingleMAS Setting=Sequential MAS Setting, Backbone=Qwen3-8B2025.110.46714,692450
SingleMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-8B2025.110.46714,692450