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Toxicity Detection on ToxicChat
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1
F1 Score
SafeGPT
-0.04
0.23
0.5
0.77
Jan 10, 2026
Jan 11, 2026
Jan 13, 2026
Jan 15, 2026
Jan 16, 2026
Jan 18, 2026
Jan 20, 2026
F1 Score
Precision
Recall
False Positive Rate (FPR)
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
False Positive Rate (FPR)
SafeGPT
2026.01
1
1
1
0
ReflectiveProposer
Underlying LM=Qwen3-14...
2026.01
0.907
0.916
0.905
-
Unoptimized
Underlying LM=Qwen3-14...
2026.01
0.849
0.869
0.844
-
MIPRO
Underlying LM=Qwen3-14...
2026.01
0.796
0.844
0.791
-
MIPRO
Underlying LM=Qwen3-14...
2026.01
0.75
0.819
0.749
-
Regex-Only
2026.01
0
0
0
0
Simple NER
2026.01
0
0
0
0
Keyword
2026.01
0
0
0
0
Hybrid
2026.01
0
0
0
0
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