Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MAGNET | 89.9 | No | - | - | Code |
| 2 | VLAWE | 89.3 | No | Vector of Locally-Aggregated Word Embeddings (VL... | 2019-02-23 | Code |
| 3 | KD-LSTMreg | 88.9 | No | DocBERT: BERT for Document Classification | 2019-04-17 | Code |
| 4 | LSTM-reg (single model) | 87 | No | - | - | Code |
| 5 | SCDV-MS | 82.71 | No | Improving Document Classification with Multi-Sen... | 2019-11-18 | Code |