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LLM-generated content detection on Student Essay IvyPanda
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0.9455
AUROC
LiSCP
0.30798
0.47349
0.639
0.80451
May 7, 2026
AUROC
Updated 26d ago
Evaluation Results
Method
Method
Links
AUROC
LiSCP
paraphrase model=GPT-3...
2026.05
0.9455
Fast-DetectGPT
2026.05
0.9206
RAIDAR
2026.05
0.9091
R-Detect
2026.05
0.7629
Rank
2026.05
0.6849
LogRank
2026.05
0.6758
DetectGPT
perturbation model=T5-3B
2026.05
0.641
RoBERTa-base
Backbone=base
2026.05
0.6317
Ghostbuster
substitute LLM=GPT-3.5...
2026.05
0.5798
Entropy
2026.05
0.4808
RoBERTa-large
Backbone=large
2026.05
0.3325
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