Classification on Civil Comments
Metric: GMB BNSP (higher is better)
Metric: GMB BNSP (higher is better)
| # | Model↕ | GMB BNSP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DistilBERT | 0.9644 | No | A benchmark for toxic comment classification on ... | 2023-01-26 | Code |
| 2 | RoBERTa BCE | 0.9616 | No | A benchmark for toxic comment classification on ... | 2023-01-26 | Code |
| 3 | BERTweet | 0.9603 | No | A benchmark for toxic comment classification on ... | 2023-01-26 | Code |
| 4 | XLNet | 0.9597 | No | A benchmark for toxic comment classification on ... | 2023-01-26 | Code |
| 5 | HateBERT | 0.9589 | No | A benchmark for toxic comment classification on ... | 2023-01-26 | Code |
| 6 | RoBERTa Focal Loss | 0.9581 | No | A benchmark for toxic comment classification on ... | 2023-01-26 | Code |
| 7 | AlBERT | 0.9499 | No | A benchmark for toxic comment classification on ... | 2023-01-26 | Code |
| 8 | Compact Convolutional Transformer (CCT) | 0.9447 | No | A benchmark for toxic comment classification on ... | 2023-01-26 | Code |