Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ERNIE 2.0 | 99.97 | No | Transformers are Short Text Classifiers: A Study... | 2022-11-30 | Code |
| 2 | BERT | 99.96 | No | Transformers are Short Text Classifiers: A Study... | 2022-11-30 | Code |
| 3 | DistilBERT | 99.96 | No | Transformers are Short Text Classifiers: A Study... | 2022-11-30 | Code |
| 4 | ApproxRepSet | 72.6 | No | Rep the Set: Neural Networks for Learning Set Re... | 2019-04-03 | Code |
| 5 | REL-RWMD k-NN | 71.05 | No | Speeding up Word Mover's Distance and its varian... | 2019-12-01 | Code |
| 6 | Orthogonalized Soft VSM | 69.21 | No | Text classification with word embedding regulari... | 2020-03-10 | Code |