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ResearchFormerly WizWand

Reasoning on AIME 24 (Accuracy, Token Usage, and Speed)

73.3AccuracyLatentMAS
49.06855.35961.6567.941Nov 25, 2025
Updated 5mo ago

Evaluation results

MethodLinks
LatentMASMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-14B2025.1173.310,2301,089
TextMASMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-14B2025.117029,0255,718
LatentMASMAS Setting=Sequential MAS Setting, Backbone=Qwen3-14B2025.1166.710,5931,149
SingleMAS Setting=Sequential MAS Setting, Backbone=Qwen3-14B2025.1163.311,2631,018
TextMASMAS Setting=Sequential MAS Setting, Backbone=Qwen3-14B2025.1163.332,0924,554
SingleMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-14B2025.1163.311,2631,018
LatentMASMAS Setting=Sequential MAS Setting, Backbone=Qwen3-8B2025.1156.78,953688
TextMASMAS Setting=Sequential MAS Setting, Backbone=Qwen3-8B2025.1153.338,5962,808
TextMASMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-8B2025.1153.342,6293,132
LatentMASMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-8B2025.1153.37,526776
SingleMAS Setting=Sequential MAS Setting, Backbone=Qwen3-8B2025.115012,891421
SingleMAS Setting=Hierarchical MAS Setting, Backbone=Qwen3-8B2025.115012,891421