SOTAVerified

Mathematical Reasoning

Papers

Showing 451475 of 805 papers

TitleStatusHype
Improving Multilingual Math Reasoning for African Languages0
Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents0
Improving RL Exploration for LLM Reasoning through Retrospective Replay0
Improving Rule-based Reasoning in LLMs via Neurosymbolic Representations0
Distilling Mathematical Reasoning Capabilities into Small Language Models0
Improving Small-Scale Large Language Models Function Calling for Reasoning Tasks0
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning0
Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking0
Inside you are many wolves: Using cognitive models to interpret value trade-offs in LLMs0
Integrating Arithmetic Learning Improves Mathematical Reasoning in Smaller Models0
Integrating External Tools with Large Language Models to Improve Accuracy0
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model0
Investigating the Effectiveness of ChatGPT in Mathematical Reasoning and Problem Solving: Evidence from the Vietnamese National High School Graduation Examination0
Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles0
Investigating the Potential of Large Language Model-Based Router Multi-Agent Architectures for Foundation Design Automation: A Task Classification and Expert Selection Study0
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models0
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist0
iTBLS: A Dataset of Interactive Conversations Over Tabular Information0
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving0
Keep Guessing? When Considering Inference Scaling, Mind the Baselines0
Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning0
Key-Point-Driven Mathematical Reasoning Distillation of Large Language Model0
KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?0
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey0
Knowledge Distillation of LLM for Automatic Scoring of Science Education Assessments0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1XolverAcc94.4Unverified
2DeepSeek-r1Acc79.8Unverified
3Openai-o1Acc74.4Unverified
4Openai-o1-miniAcc70Unverified
5Search-o1Acc56.7Unverified
6s1-32BAcc56.7Unverified
7Openai-o1-previewAcc44.6Unverified
8Qwen2.5-72B-InstructAcc23.3Unverified
9Claude3.5-SonnetAcc16Unverified
#ModelMetricClaimedVerifiedStatus
1o3Accuracy0.25Unverified
2Gemini 1.5 Pro (002)Accuracy0.02Unverified
3GPT-4oAccuracy0.01Unverified
4o1-miniAccuracy0.01Unverified
5o1-previewAccuracy0.01Unverified
6Claude 3.5 SonnetAccuracy0.01Unverified
#ModelMetricClaimedVerifiedStatus
1Codex (Few-Shot, 175B)Accuracy0.6Unverified
2Bhāskara-P (Fine-tuned, 2.7B)Accuracy0.48Unverified
3Neo-P (Fine-tuned, 2.7B)Accuracy0.39Unverified
4GPT-3 (Few-Shot, 175B)Accuracy0.38Unverified
5Bhāskara-A (Fine-tuned, 2.7B)Accuracy0.25Unverified
6Neo-A (Fine-tuned, 2.7B)Accuracy0.2Unverified
#ModelMetricClaimedVerifiedStatus
1Codex (Few-Shot, 175B)Accuracy0.59Unverified
2Bhāskara-P (Fine-tuned, 2.7B)Accuracy0.45Unverified
3GPT-3 (Few-Shot, 175B)Accuracy0.38Unverified
4Bhāskara-A (Fine-tuned, 2.7B)Accuracy0.27Unverified
5Neo-P (Fine-tuned, 2.7B)Accuracy0.24Unverified
6Neo-A (Fine-tuned, 2.7B)Accuracy0.18Unverified
#ModelMetricClaimedVerifiedStatus
1GOLDCompletion accuracy65.8Unverified
2PGPSNetCompletion accuracy62.7Unverified
3GAPSCompletion accuracy61.2Unverified
4Inter-GPSCompletion accuracy59.8Unverified
5GeoformerCompletion accuracy35.6Unverified
6NGSCompletion accuracy34.1Unverified
#ModelMetricClaimedVerifiedStatus
1QWQ-32B-previewAcc82.5Unverified
2Math-MasterAcc82Unverified
3Qwen2.5-Math-7B-instructAcc62.5Unverified
#ModelMetricClaimedVerifiedStatus
1GOLDAccuracy (%)75.2Unverified
2GAPSAccuracy (%)67.8Unverified
#ModelMetricClaimedVerifiedStatus
1Search-o1Acc86.4Unverified
#ModelMetricClaimedVerifiedStatus
1GOLDAccuracy (%)98.5Unverified
#ModelMetricClaimedVerifiedStatus
1GAPSAccuracy (%)97.5Unverified