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ResearchFormerly WizWand

Toxicity Mitigation on ToxTET

29.39ToxTET RateNone (original model)
-0.22927.460415.1522.8396Dec 3, 2025
Updated 8mo ago

Evaluation results

MethodLinks
None (original model)Base Model=Qwen 2.5 (7B)2025.1229.39
None (original model)Base Model=Qwen 2.5 (1.5B)2025.1225.5
ITIBase Model=Qwen 2.5 (7B)2025.1218.76
None (original model)Base Model=Gemma 2 (2B)2025.1218.53
ITIBase Model=Qwen 2.5 (1.5B)2025.1216.5
LinEASBase Model=Qwen 2.5 (7B)2025.1215.57
MERABase Model=Qwen 2.5 (7B)2025.1215.28
LinEAS+E2E-DSAS (S)Base Model=Qwen 2.5 (7B)2025.1214.83
CAABase Model=Qwen 2.5 (7B)2025.1214.19
CASTBase Model=Gemma 2 (2B)2025.1214.07
ITI+DSASBase Model=Qwen 2.5 (7B)2025.1213.84
CAABase Model=Qwen 2.5 (1.5B)2025.1213.67
MERABase Model=Qwen 2.5 (1.5B)2025.1213.23
LinEAS+E2E-DSAS (R)Base Model=Qwen 2.5 (7B)2025.1212.89
LinEAS+DSASBase Model=Qwen 2.5 (7B)2025.1212.8
ITI+DSASBase Model=Qwen 2.5 (1.5B)2025.1211.79
CASTBase Model=Qwen 2.5 (1.5B)2025.1211.46
CASTBase Model=Qwen 2.5 (7B)2025.1211.13
CAA+DSASBase Model=Qwen 2.5 (7B)2025.129.79
LinEASBase Model=Qwen 2.5 (1.5B)2025.129.78
CAA+DSASBase Model=Qwen 2.5 (1.5B)2025.128.64
ITIBase Model=Gemma 2 (2B)2025.126.97
LinEASBase Model=Gemma 2 (2B)2025.126.5
LinEAS+E2E-DSAS (S)Base Model=Qwen 2.5 (1.5B)2025.126.11
LinEAS+E2E-DSAS (R)Base Model=Qwen 2.5 (1.5B)2025.125.18
MERABase Model=Gemma 2 (2B)2025.124.61
CAABase Model=Gemma 2 (2B)2025.124.51
LinEAS+DSASBase Model=Qwen 2.5 (1.5B)2025.123.98
CAA+DSASBase Model=Gemma 2 (2B)2025.123.48
ITI+DSASBase Model=Gemma 2 (2B)2025.123.17
LinEAS+DSASBase Model=Gemma 2 (2B)2025.122.26
LinEAS+E2E-DSAS (R)Base Model=Gemma 2 (2B)2025.121.64
LinEAS+E2E-DSAS (S)Base Model=Gemma 2 (2B)2025.120.91