| Paper | Code | Execution Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| ATHENA: Mathematical Reasoning with Thought Expansion | ✓ Link | 91 | ATHENA (roberta-large) | 2023-11-02 |
| An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning | ✓ Link | 87.6 | MMOS-DeepSeekMath-7B(0-shot) | 2024-02-23 |
| ATHENA: Mathematical Reasoning with Thought Expansion | ✓ Link | 86.4 | ATHENA (roberta-base) | 2023-11-02 |
| An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning | ✓ Link | 85.1 | MMOS-CODE-34B(0-shot) | 2024-02-23 |
| OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset | ✓ Link | 84.7 | OpenMath-CodeLlama-70B (w/ code) | 2024-02-15 |
| Are NLP Models really able to Solve Simple Math Word Problems? | ✓ Link | 82.2 | Graph2Tree with RoBERTa | 2021-03-12 |
| Are NLP Models really able to Solve Simple Math Word Problems? | ✓ Link | 81.2 | GTS with RoBERTa | 2021-03-12 |
| An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning | ✓ Link | 78.6 | MMOS-CODE-7B(0-shot) | 2024-02-23 |
| Are NLP Models really able to Solve Simple Math Word Problems? | ✓ Link | 76.9 | LSTM Seq2Seq with RoBERTa | 2021-03-12 |