SOTAVerified

Mathematical Reasoning

Papers

Showing 651675 of 805 papers

TitleStatusHype
Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models0
MetaRuleGPT: Recursive Numerical Reasoning of Language Models Trained with Simple Rules0
MIND: Math Informed syNthetic Dialogues for Pretraining LLMs0
Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning0
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning0
Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning0
MMTM: Multi-Tasking Multi-Decoder Transformer for Math Word Problems0
Modeling Intelligent Decision Making Command And Control Agents: An Application to Air Defense0
Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing0
Multi-Layer GRPO: Enhancing Reasoning and Self-Correction in Large Language Models0
Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models0
Multi-tool Integration Application for Math Reasoning Using Large Language Model0
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts0
MWPRanker: An Expression Similarity Based Math Word Problem Retriever0
Neuro-Symbolic Data Generation for Math Reasoning0
Noisy Deductive Reasoning: How Humans Construct Math, and How Math Constructs Universes0
None of the Above, Less of the Right: Parallel Patterns between Humans and LLMs on Multi-Choice Questions Answering0
Notes on a Path to AI Assistance in Mathematical Reasoning0
No Train Still Gain. Unleash Mathematical Reasoning of Large Language Models with Monte Carlo Tree Search Guided by Energy Function0
Novice Learner and Expert Tutor: Evaluating Math Reasoning Abilities of Large Language Models with Misconceptions0
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks0
Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs0
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs0
On-Policy RL with Optimal Reward Baseline0
On the meaning of uncertainty for ethical AI: philosophy and practice0
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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