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Benchmarks
Toxicity Classification on Toxic
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66.6
Precision
Socio Embedding
44.448
50.199
55.95
61.701
Apr 20, 2026
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
Socio Embedding
Socio-demographic feat...
2026.04
66.6
59.6
62.8
Ablation (w/o Lcontrastive)
Socio-demographic feat...
2026.04
64.9
62.1
63.4
Socio Multi-Hot
Socio-demographic feat...
2026.04
62.6
60.7
61.6
Socio Contrastive
Socio-demographic feat...
2026.04
62.5
66.7
64.5
Multi-Task
Socio-demographic feat...
2026.04
61.4
48.7
54.3
Simple Model
Socio-demographic feat...
2026.04
45.3
52.5
48.6
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