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Benchmarks
Machine-paraphrased plagiarism detection on Wikipedia SpinBot paraphrased (test)
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89.55
F1-Micro
Support Vector Machine
57.6532
65.9341
74.215
82.4959
Feb 9, 2026
F1-Micro
Updated 4d ago
Evaluation Results
Method
Method
Links
F1-Micro
Support Vector Machine
Embedding=GloVe
2026.02
89.55
Support Vector Machine
Embedding=w2v
2026.02
87.27
Support Vector Machine
Embedding=FT-rw
2026.02
86.15
Logistic Regression
Embedding=FT-rw
2026.02
85.13
Logistic Regression
Embedding=w2v
2026.02
84.5
Support Vector Machine
Embedding=d2v
2026.02
83.04
Support Vector Machine
Embedding=FT-sw
2026.02
82.57
Logistic Regression
Embedding=d2v
2026.02
81.08
Logistic Regression
Embedding=GloVe
2026.02
80.89
Logistic Regression
Embedding=FT-sw
2026.02
78.97
Naive Bayes
Embedding=FT-rw
2026.02
70.05
Naive Bayes
Embedding=w2v
2026.02
69.84
Naive Bayes
Embedding=GloVe
2026.02
69.68
Naive Bayes
Embedding=FT-sw
2026.02
64.47
Naive Bayes
Embedding=d2v
2026.02
58.88
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