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ResearchFormerly WizWand

Countdown on Countdown (test)

57.7AccuracyRLVR (with verifier)
-0.22814.81129.8544.889Nov 26, 2025
Updated 4mo ago

Evaluation results

MethodLinks
RLVR (with verifier)Reasoning budget=2048 tokens, Model size=1.5B2025.1157.7
RAROReasoning budget=2048 tokens, Model size=1.5B2025.1154.4
SFTReasoning budget=2048 tokens, Model size=1.5B2025.1140.7
Iterative DPOReasoning budget=2048 tokens, Model size=1.5B2025.1140.4
RationalizationReasoning budget=2048 tokens, Model size=1.5B2025.1112.5
RL-LogitReasoning budget=2048 tokens, Model size=1.5B2025.112.2
BaseReasoning budget=2048 tokens, Model size=1.5B2025.112