Metric: Accuracy (5-fold) (higher is better)
| # | Model↕ | Accuracy (5-fold)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BERT-FP-LBL | 0.927 | No | A Unified Neural Network Model for Readability A... | 2022-10-19 | Code |
| 2 | BART-RF-T1 hybrid | 0.905 | No | Pushing on Text Readability Assessment: A Transf... | 2021-09-25 | Code |
| 3 | BERT | 0.857 | No | Supervised and Unsupervised Neural Approaches to... | 2019-07-26 | Code |
| 4 | BERT + SVM (with Handcrafted Features) | 0.838 | No | Linguistic Features for Readability Assessment | 2020-05-30 | Code |
| 5 | SVM (Support Vector Machine) with Handcrafted Features | 0.803 | No | Text Readability Assessment for Second Language ... | 2019-06-18 | Code |