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ResearchFormerly WizWand

LLM-generated content detection on Student Essay IvyPanda

0.9455AUROCLiSCP
0.307980.473490.6390.80451May 7, 2026
Updated 6mo ago

Evaluation results

MethodLinks
LiSCPparaphrase model=GPT-3.5-Turbo, encoder=SBERT2026.050.9455
Fast-DetectGPT2026.050.9206
RAIDAR2026.050.9091
R-Detect2026.050.7629
Rank2026.050.6849
LogRank2026.050.6758
DetectGPTperturbation model=T5-3B2026.050.641
RoBERTa-baseBackbone=base2026.050.6317
Ghostbustersubstitute LLM=GPT-3.5-Turbo2026.050.5798
Entropy2026.050.4808
RoBERTa-largeBackbone=large2026.050.3325