Hate Speech Detection on Hate Speech
90.51AccuracyNHP Context-Free Data Aug.
Evaluation results
| Method | Links | |
|---|---|---|
| NHP Context-Free Data Aug.Domain=ArXiv2026.01 | 90.51 | |
| NTP Hypernym Baseline Fine-TunedDomain=ArXiv2026.01 | 90.51 | |
| NTP Synonym Baseline Fine-TunedDomain=ArXiv2026.01 | 90.43 | |
| NSP Loss Context-AwareDomain=Combined2026.01 | 90.01 | |
| NHP Loss Context-FreeDomain=News2026.01 | 90.01 | |
| NHP Context-Free Data Aug.Domain=Combined2026.01 | 89.9 | |
| NHP Context-Free Data Aug.Domain=News2026.01 | 89.86 | |
| NTP Hypernym Baseline Fine-TunedDomain=YouTube2026.01 | 89.86 | |
| NHP Context-Aware Data Aug.Domain=YouTube2026.01 | 89.7 | |
| NHP Loss Context-FreeDomain=Combined2026.01 | 89.63 | |
| NTP Hypernym Baseline Fine-TunedDomain=Combined2026.01 | 89.44 | |
| NHP Context-Free Data Aug.Domain=YouTube2026.01 | 89.4 | |
| NSP Loss Context-FreeDomain=News2026.01 | 89.36 | |
| NSP Context-Free Data Aug.Domain=ArXiv2026.01 | 89.24 | |
| NSP Context-Free Data Aug.Domain=Combined2026.01 | 89.09 | |
| NSP Loss Context-AwareDomain=News2026.01 | 88.59 | |
| NHP Loss Context-AwareDomain=Combined2026.01 | 88.55 | |
| NSP Context-Aware Data Aug.Domain=YouTube2026.01 | 88.55 | |
| NSP Loss Context-AwareDomain=YouTube2026.01 | 88.05 | |
| NTP Synonym Baseline Fine-TunedDomain=YouTube2026.01 | 87.98 | |
| NHP Context-Aware Data Aug.Domain=ArXiv2026.01 | 87.71 | |
| NHP Context-Aware Data Aug.Domain=Combined2026.01 | 87.59 | |
| NSP Context-Aware Data Aug.Domain=Combined2026.01 | 86.71 | |
| NSP Context-Free Data Aug.Domain=YouTube2026.01 | 85.98 | |
| NTP Hypernym Baseline Fine-TunedDomain=News2026.01 | 85.52 | |
| NSP Loss Context-AwareDomain=ArXiv2026.01 | 85.44 | |
| NSP Context-Aware Data Aug.Domain=ArXiv2026.01 | 85.32 | |
| NTP Synonym Baseline Fine-TunedDomain=Combined2026.01 | 85.09 | |
| NSP Loss Context-FreeDomain=ArXiv2026.01 | 84.9 | |
| NSP Context-Aware Data Aug.Domain=News2026.01 | 84.86 | |
| NHP Loss Context-FreeDomain=YouTube2026.01 | 84.06 | |
| NSP Loss Context-FreeDomain=YouTube2026.01 | 83.19 | |
| NTP Synonym Baseline Fine-TunedDomain=News2026.01 | 83.02 | |
| Base Model Fine-TunedFine-Tuned=true2026.01 | 80.83 | |
| NHP Context-Aware Data Aug.Domain=News2026.01 | 79.83 | |
| NHP Loss Context-AwareDomain=News2026.01 | 79.52 | |
| Base ModelZero-Shot=true2026.01 | 79.33 | |
| NHP Loss Context-AwareDomain=ArXiv2026.01 | 78.06 | |
| NHP Loss Context-FreeDomain=ArXiv2026.01 | 78.06 | |
| NHP Loss Context-AwareDomain=YouTube2026.01 | 77.99 | |
| NSP Context-Free Data Aug.Domain=News2026.01 | 77.87 | |
| NSP Loss Context-FreeDomain=Combined2026.01 | 77.53 | |
| mGPT13Bk-shot=02022.04 | 53.1 | |
| XGLM7.5Bk-shot=42022.04 | 51.8 | |
| mGPT13Bk-shot=42022.04 | 51.5 | |
| XGLM1.7Bk-shot=02022.04 | 50.1 | |
| XGLM7.5Bk-shot=02022.04 | 50.1 | |
| mGPT1.3Bk-shot=02022.04 | 50 | |
| XGLM1.7Bk-shot=42022.04 | 49.5 |