SOTAVerified

GSM8K

Papers

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Showing 291–300 of 439 papers

TitleStatusHype
ReasonAgain: Using Extractable Symbolic Programs to Evaluate Mathematical Reasoning—0
Adaptive Dense Reward: Understanding the Gap Between Action and Reward Space in Alignment—0
Optimizing Chain-of-Thought Reasoning: Tackling Arranging Bottleneck via Plan Augmentation—0
SMART: Self-learning Meta-strategy Agent for Reasoning TasksCode0
On Designing Effective RL Reward at Training Time for LLM Reasoning—0
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling—0
SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented GenerationCode0
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math ReasoningCode0
MIND: Math Informed syNthetic Dialogues for Pretraining LLMs—0
How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning PerspectiveCode0
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Benchmark Results

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