Hate Speech Detection on Ethos Binary
Metric: Classification Accuracy (higher is better)
Metric: Classification Accuracy (higher is better)
| # | Model↕ | Classification Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BiLSTM + static BE | 0.8015 | No | Hate speech detection using static BERT embeddings | 2021-06-29 | - |
| 2 | BiLSTM+Attention+FT | 0.7734 | No | ETHOS: an Online Hate Speech Detection Dataset | 2020-06-11 | Code |
| 3 | BERT | 0.7664 | No | ETHOS: an Online Hate Speech Detection Dataset | 2020-06-11 | Code |
| 4 | CNN+Attention+FT+GV | 0.7515 | No | ETHOS: an Online Hate Speech Detection Dataset | 2020-06-11 | Code |
| 5 | SVM | 0.6643 | No | ETHOS: an Online Hate Speech Detection Dataset | 2020-06-11 | Code |
| 6 | Random Forests | 0.6504 | No | ETHOS: an Online Hate Speech Detection Dataset | 2020-06-11 | Code |