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Toxicity Classification on Jigsaw (test)
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96
Accuracy
CoGate-LSTM
93.088
93.844
94.6
95.356
Oct 19, 2025
Accuracy
Macro F1 Score
95% CI Value
Micro F1 Score
Precision
Recall
Updated 11d ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1 Score
95% CI Value
Micro F1 Score
Precision
Recall
CoGate-LSTM
Params (M)=7.3, Latenc...
2025.10
96
88.1
87.3
95.4
89
87
BiLSTM + GloVe
Params (M)=6.2, Latenc...
2025.10
94.7
85.8
85
94.8
87
84
XGBoost
Params (M)=4.45, Laten...
2025.10
94.4
83.5
82.7
94.1
85
82
BERT (fine-tuned)
Params (M)=110.0, Late...
2025.10
94.1
81.2
80.4
93.6
84
78
Logistic Regression
Params (M)=2.21, Laten...
2025.10
93.6
78.9
78.1
91.7
82
76
Linear SVM (SGD)
Params (M)=3.31, Laten...
2025.10
93.2
80.1
79.3
92.3
83
78
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