Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | XG-HSI-BERT | 0.751 | No | Explainable Identification of Hate Speech toward... | 2023-11-02 | - |
| 2 | XG-HSI-BiRNN | 0.742 | No | Explainable Identification of Hate Speech toward... | 2023-11-02 | - |
| 3 | BERT-RP | 0.707 | No | Why Is It Hate Speech? Masked Rationale Predicti... | 2022-11-01 | Code |
| 4 | BERT-MRP | 0.704 | No | Why Is It Hate Speech? Masked Rationale Predicti... | 2022-11-01 | Code |
| 5 | BERT-HateXplain [Attn] | 0.698 | No | HateXplain: A Benchmark Dataset for Explainable ... | 2020-12-18 | Code |
| 6 | BERT [Attn] | 0.69 | No | HateXplain: A Benchmark Dataset for Explainable ... | 2020-12-18 | Code |
| 7 | CNN-GRU [LIME] | 0.629 | No | HateXplain: A Benchmark Dataset for Explainable ... | 2020-12-18 | Code |
| 8 | BiRNN-Attn [Attn] | 0.621 | No | HateXplain: A Benchmark Dataset for Explainable ... | 2020-12-18 | Code |
| 9 | BiRNN [LIME] | 0.595 | No | HateXplain: A Benchmark Dataset for Explainable ... | 2020-12-18 | Code |