SOTAVerified

GSM8K

Papers

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Showing 381–390 of 439 papers

TitleStatusHype
SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models—0
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models—0
Self-Consistency Boosts Calibration for Math Reasoning—0
SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented GenerationCode0
Re-Initialization Token Learning for Tool-Augmented Large Language ModelsCode0
Scaling Speculative Decoding with Lookahead ReasoningCode0
Reasoning Under 1 Billion: Memory-Augmented Reinforcement Learning for Large Language ModelsCode0
Scheherazade: Evaluating Chain-of-Thought Math Reasoning in LLMs with Chain-of-ProblemsCode0
Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic SystemsCode0
CODI: Compressing Chain-of-Thought into Continuous Space via Self-DistillationCode0
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Benchmark Results

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