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Benchmarks
Toxicity Mitigation on RealToxicityPrompts (RTP)
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0.53
CLS Tox Rate
CHaRS
0.3592
1.5121
2.665
3.8179
Feb 13, 2026
CLS Tox Rate
Zero-Shot Tox Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
CLS Tox Rate
Zero-Shot Tox Rate
CHaRS
Backbone=Gemma2-2B
2026.02
0.53
3.63
CHaRS-PCT
Backbone=Gemma2-2B
2026.02
0.57
3.47
Linear-AcT
Backbone=Gemma2-2B
2026.02
0.67
4.6
CHaRS
Backbone=Qwen2.5-7B
2026.02
1.03
4.97
CHaRS-PCT
Backbone=Qwen2.5-7B
2026.02
1.07
4.37
CHaRS-PCT
Backbone=Llama3-8B
2026.02
1.17
4.47
CHaRS
Backbone=Llama3-8B
2026.02
1.23
4.8
Linear-AcT
Backbone=Qwen2.5-7B
2026.02
1.8
6.1
Linear-AcT
Backbone=Llama3-8B
2026.02
1.93
7.73
Original
Backbone=Gemma2-2B
2026.02
2.93
10.77
Original
Backbone=Qwen2.5-7B
2026.02
3.43
10.27
Original
Backbone=Llama3-8B
2026.02
4.8
14.6
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