Metric: Accuracy (5-fold) (higher is better)
| # | Model↕ | Accuracy (5-fold)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RoBERTa-RF-T1 hybrid | 0.99 | No | Pushing on Text Readability Assessment: A Transf... | 2021-09-25 | Code |
| 2 | NPRM-BERT | 0.979 | No | A Neural Pairwise Ranking Model for Readability ... | 2022-03-14 | Code |
| 3 | HAN (Hierarchical Attention Network) | 0.787 | No | Supervised and Unsupervised Neural Approaches to... | 2019-07-26 | Code |
| 4 | SMO (Sequential Minimal Optimization) | 0.781 | No | - | - | - |
| 5 | Logistic Regression | 0.744 | No | BERT Embeddings for Automatic Readability Assess... | 2021-06-15 | Code |