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LLM-generated content detection on Yelp Review (AUROC)
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0.8718
AUROC
LiSCP
0.387472
0.513211
0.63895
0.764689
May 7, 2026
AUROC
Updated 26d ago
Evaluation Results
Method
Method
Links
AUROC
LiSCP
paraphrase model=GPT-3...
2026.05
0.8718
RAIDAR
2026.05
0.8616
R-Detect
2026.05
0.7121
Rank
2026.05
0.6819
Ghostbuster
substitute LLM=GPT-3.5...
2026.05
0.6691
DetectGPT
perturbation model=T5-3B
2026.05
0.6342
Fast-DetectGPT
2026.05
0.623
LogRank
2026.05
0.5294
RoBERTa-base
Backbone=base
2026.05
0.4723
Entropy
2026.05
0.4697
RoBERTa-large
Backbone=large
2026.05
0.4061
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