ML Research Wiki / Benchmarks / Hate Speech Detection / HateXplain

HateXplain

Hate Speech Detection Benchmark

Performance Over Time

📊 Showing 11 results | 📏 Metric: AUROC

Top Performing Models

Rank Model Paper AUROC Date Code
1 BERT-HateXplain [LIME] HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection 0.85 2020-12-18 📦 punyajoy/HateXplain 📦 hate-alert/HateXplain 📦 jinhxu/how-much-hate-with-china
2 BiRNN-HateXplain [Attn] HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection 0.81 2020-12-18 📦 punyajoy/HateXplain 📦 hate-alert/HateXplain 📦 jinhxu/how-much-hate-with-china
3 XG-HSI-BERT Explainable Identification of Hate Speech towards Islam using Graph Neural Networks 0.75 2023-11-02 -
4 XG-HSI-BiRNN Explainable Identification of Hate Speech towards Islam using Graph Neural Networks 0.74 2023-11-02 -
5 BERT-RP Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection 0.71 2022-11-01 📦 alatteaday/mrp_hate-speech-detection
6 BERT-MRP Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection 0.70 2022-11-01 📦 alatteaday/mrp_hate-speech-detection
7 BERT-HateXplain [Attn] HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection 0.70 2020-12-18 📦 punyajoy/HateXplain 📦 hate-alert/HateXplain 📦 jinhxu/how-much-hate-with-china
8 BERT [Attn] HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection 0.69 2020-12-18 📦 punyajoy/HateXplain 📦 hate-alert/HateXplain 📦 jinhxu/how-much-hate-with-china
9 CNN-GRU [LIME] HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection 0.63 2020-12-18 📦 punyajoy/HateXplain 📦 hate-alert/HateXplain 📦 jinhxu/how-much-hate-with-china
10 BiRNN-Attn [Attn] HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection 0.62 2020-12-18 📦 punyajoy/HateXplain 📦 hate-alert/HateXplain 📦 jinhxu/how-much-hate-with-china

All Papers (11)