Metric: Answer Accuracy (lower is better)
| # | Model↕ | Answer Accuracy▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MWP-BERT | 76.6 | No | MWP-BERT: Numeracy-Augmented Pre-training for Ma... | 2021-07-28 | Code |
| 2 | Roberta-DeductReasoner | 78.6 | No | Learning to Reason Deductively: Math Word Proble... | 2022-03-19 | Code |
| 3 | Multi-view | 80.6 | Yes | Multi-View Reasoning: Consistent Contrastive Lea... | 2022-10-21 | Code |
| 4 | Exp-Tree | 81.5 | No | An Expression Tree Decoding Strategy for Mathema... | 2023-10-14 | Code |
| 5 | ELASTIC (RoBERTa-large) | 83 | No | ELASTIC: Numerical Reasoning with Adaptive Symbo... | 2022-10-18 | Code |