SOTAVerified

Arithmetic Reasoning

Papers

Showing 71–80 of 175 papers

TitleStatusHype
An Empirical Study of Data Ability Boundary in LLMs' Math ReasoningCode2
Distillation Contrastive Decoding: Improving LLMs Reasoning with Contrastive Decoding and DistillationCode1
SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning—0
Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering—0
Orca-Math: Unlocking the potential of SLMs in Grade School Math—0
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning DatasetCode4
The Unreasonable Effectiveness of Eccentric Automatic Prompts—0
Exploring Group and Symmetry Principles in Large Language Models—0
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language ModelsCode9
Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting—0
Show:102550
← PrevPage 8 of 18Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Claude 3.5 Sonnet (HPT)Accuracy97.72—Unverified
2DUP prompt upon GPT-4Accuracy97.1—Unverified
3Qwen2-Math-72B-Instruct (greedy)Accuracy96.7—Unverified
4SFT-Mistral-7B (Metamath, OVM, Smart Ensemble)Accuracy96.4—Unverified
5OpenMath2-Llama3.1-70B (majority@256)Accuracy96—Unverified
6Jiutian-大模型Accuracy95.2—Unverified
7DAMOMath-7B(MetaMath, OVM, BS, Ensemble)Accuracy95.1—Unverified
8Claude 3 Opus (0-shot chain-of-thought)Accuracy95—Unverified
9OpenMath2-Llama3.1-70BAccuracy94.9—Unverified
10GPT-4 (Teaching-Inspired)Accuracy94.8—Unverified
#ModelMetricClaimedVerifiedStatus
1Text-davinci-002 (175B)(zero-shot-cot)Accuracy78.7—Unverified
2Text-davinci-002 (175B) (zero-shot)Accuracy17.7—Unverified
#ModelMetricClaimedVerifiedStatus
1Tree of Thoughts (b=5)Success0.74—Unverified
#ModelMetricClaimedVerifiedStatus
1GPT-4 (Teaching-Inspired)Accuracy92.2—Unverified
#ModelMetricClaimedVerifiedStatus
1GPT-4 (Teaching-Inspired)Accuracy89.2—Unverified