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Benchmarks
Machine-generated text detection on Ghostbusters News
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100
F1 Score
GigaCheck (Mistral-7B)
54.864
66.582
78.3
90.018
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
99.5
RoBERTa
Evaluation Setting=In-...
2024.10
99.4
Ghostbuster
Evaluation Setting=Out...
2024.10
97.9
RoBERTa
Evaluation Setting=Out...
2024.10
88.3
Perplexity only
Evaluation Setting=In-...
2024.10
82.2
Perplexity only
Evaluation Setting=Out...
2024.10
71.9
DetectGPT
Evaluation Setting=In-...
2024.10
56.6
DetectGPT
Evaluation Setting=Out...
2024.10
56.6
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