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Machine-generated text detection on WritingPrompts

1AUROC

log p(x)

Updated 25d ago

Evaluation Results

Method	Links
log p(x) 2025.01		1
log p(x) 2025.01		1
LogRank 2025.01		1
LogRank 2025.01		1
Ours 2025.01		1
Ours 2025.01		1
Ours 2025.01		1
Ours 2025.01		1
DetectGPT 2025.01		0.99
Binoculars 2025.01		0.99
Ours 2025.01		0.98
Ours 2025.01		0.98
LogRank 2025.01		0.97
DetectGPT 2025.01		0.97
Binoculars 2025.01		0.97
Roberta (base) 2025.01		0.97
Roberta (large) 2025.01		0.96
log p(x) 2025.01		0.95
Roberta (base) 2025.01		0.95
Roberta (large) 2025.01		0.93
Rank 2025.01		0.82
Rank 2025.01		0.81
Rank 2025.01		0.8
Roberta (base) 2025.01		0.74
DetectGPT 2025.01		0.68
Binoculars 2025.01		0.68
Roberta (large) 2025.01		0.65
Entropy 2025.01		0.36
Entropy 2025.01		0.04
Entropy 2025.01		0.02