SOTAVerified

GSM8K

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–350 of 439 papers

TitleStatusHype
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning TasksCode0
COrAL: Order-Agnostic Language Modeling for Efficient Iterative RefinementCode0
Towards Multilingual LLM Evaluation for European Languages—0
Nudging: Inference-time Alignment of LLMs via Guided Decoding—0
Think Beyond Size: Adaptive Prompting for More Effective Reasoning—0
Dialectical Behavior Therapy Approach to LLM Prompting—0
Subtle Errors Matter: Preference Learning via Error-injected Self-editing—0
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning—0
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches—0
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths—0
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification—0
LLM-TOPLA: Efficient LLM Ensemble by Maximising DiversityCode0
BrainTransformers: SNN-LLM—0
The Role of Deductive and Inductive Reasoning in Large Language Models—0
Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation—0
CodePMP: Scalable Preference Model Pretraining for Large Language Model Reasoning—0
Unlocking Structured Thinking in Language Models with Cognitive Prompting—0
PersonaMath: Enhancing Math Reasoning through Persona-Driven Data Augmentation—0
Instance-adaptive Zero-shot Chain-of-Thought Prompting—0
Scheherazade: Evaluating Chain-of-Thought Math Reasoning in LLMs with Chain-of-ProblemsCode0
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning—0
LLaMa-SciQ: An Educational Chatbot for Answering Science MCQ—0
Uncovering Latent Chain of Thought Vectors in Language Models—0
ControlMath: Controllable Data Generation Promotes Math Generalist Models—0
LogicPro: Improving Complex Logical Reasoning via Program-Guided LearningCode0
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement—0
CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks—0
STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning—0
Strategic Chain-of-Thought: Guiding Accurate Reasoning in LLMs through Strategy Elicitation—0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
Prompt Baking—0
S^3c-Math: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners—0
Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic—0
Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems—0
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models—0
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs—0
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models—0
Cool-Fusion: Fuse Large Language Models without Training—0
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost—0
Reliable Reasoning Beyond Natural Language—0
Token-Supervised Value Models for Enhancing Mathematical Reasoning Capabilities of Large Language Models—0
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist—0
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On—0
When is the consistent prediction likely to be a correct prediction?—0
Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks—0
metabench -- A Sparse Benchmark to Measure General Ability in Large Language ModelsCode0
AgentInstruct: Toward Generative Teaching with Agentic Flows—0
Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs—0
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning—0
LiteSearch: Efficacious Tree Search for LLM—0
Show:102550
← PrevPage 7 of 9Next →

Benchmark Results

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