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Benchmarks
Machine-generated text detection on Ghostbusters Creative Writing
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100
F1 Score
GigaCheck (Mistral-7B)
46.128
60.114
74.1
88.086
Oct 31, 2024
F1 Score
Updated 3d ago
Evaluation Results
Method
Method
Links
F1 Score
GigaCheck (Mistral-7B)
Evaluation Setting=In-...
2024.10
100
GigaCheck (Mistral-7B)
Evaluation Setting=Out...
2024.10
100
Ghostbuster
Evaluation Setting=In-...
2024.10
98.4
RoBERTa
Evaluation Setting=In-...
2024.10
97.6
RoBERTa
Evaluation Setting=Out...
2024.10
95.7
Ghostbuster
Evaluation Setting=Out...
2024.10
95.3
Perplexity only
Evaluation Setting=In-...
2024.10
84.1
Perplexity only
Evaluation Setting=Out...
2024.10
49
DetectGPT
Evaluation Setting=In-...
2024.10
48.2
DetectGPT
Evaluation Setting=Out...
2024.10
48.2
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