📊 Showing 6 results | 📏 Metric: Accuracy
| Rank | Model | Paper | Accuracy | Date | Code |
|---|---|---|---|---|---|
| 1 | ApproxRepSet | Rep the Set: Neural Networks for Learning Set Representations | 97.17 | 2019-04-03 | 📦 giannisnik/repset |
| 2 | REL-RWMD k-NN | Speeding up Word Mover's Distance and its variants via properties of distances between embeddings | 95.61 | 2019-12-01 | 📦 matwerner/fast-wmd |
| 3 | Orthogonalized Soft VSM | Text classification with word embedding regularization and soft similarity measure | 92.65 | 2020-03-10 | 📦 MIR-MU/regularized-embeddings |
| 4 | VLAWE | Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation | 89.30 | 2019-02-23 | 📦 raduionescu/vlawe-boswe |
| 5 | KD-LSTMreg | DocBERT: BERT for Document Classification | 88.90 | 2019-04-17 | 📦 castorini/hedwig 📦 dki-lab/covid19-classification 📦 helenabalabin/covid-19-document-classification |
| 6 | SCDV-MS | Improving Document Classification with Multi-Sense Embeddings | 82.71 | 2019-11-18 | 📦 vgupta123/SCDV-MS |