SOTAVerified

GSM8K

Papers

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Showing 331–340 of 439 papers

TitleStatusHype
Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs—0
Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models—0
S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models—0
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models—0
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On—0
Slimming Down LLMs Without Losing Their Minds—0
SmolTulu: Higher Learning Rate to Batch Size Ratios Can Lead to Better Reasoning in SLMs—0
SOLAR: Scalable Optimization of Large-scale Architecture for Reasoning—0
Solving math word problems with process- and outcome-based feedback—0
SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1XolverAccuracy98.1—Unverified
2Orange-mini0-shot MRR98—Unverified