Share your thoughts, 1 month free Claude Pro on usSee more

Machine-generated text detection on XSum

100AUROC

Ours

Updated 25d ago

Evaluation Results

Method	Links
Ours 2025.01		100
Ours 2025.01		100
log p(x) 2025.01		99
LogRank 2025.01		99
DetectGPT 2025.01		99
Binoculars 2025.01		99
Ours 2025.01		99
Ours 2025.01		99
Ours 2025.01		99
Ours 2025.01		99
log p(x) 2025.01		98
LogRank 2025.01		98
Roberta (base) 2025.01		98
Roberta (large) 2025.01		98
Roberta (large) 2025.01		98
DetectGPT 2025.01		95
Binoculars 2025.01		95
Roberta (base) 2025.01		95
Roberta (base) 2025.01		92
Roberta (large) 2025.01		92
LogRank 2025.01		87
log p(x) 2025.01		84
DetectGPT 2025.01		78
Binoculars 2025.01		78
Rank 2025.01		75
Entropy 2025.01		70
Rank 2025.01		69
Rank 2025.01		69
Entropy 2025.01		40
Entropy 2025.01		39