SOTAVerified

Mathematical Reasoning

Papers

Showing 576600 of 805 papers

TitleStatusHype
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
Kwai-STaR: Transform LLMs into State-Transition Reasoners0
KwaiYiiMath: Technical Report0
Mathematical Reasoning via Self-supervised Skip-tree Training0
Language Models Use Trigonometry to Do Addition0
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem0
Large Language Models and Mathematical Reasoning Failures0
Large Language Models Don't Make Sense of Word Problems. A Scoping Review from a Mathematics Education Perspective0
Large Language Models for Combinatorial Optimization of Design Structure Matrix0
Large Language Models for Design Structure Matrix Optimization0
Large Language Models for Mathematical Reasoning: Progresses and Challenges0
Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens0
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems0
Layer Importance for Mathematical Reasoning is Forged in Pre-Training and Invariant after Post-Training0
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models0
LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress Prediction0
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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