LLM-generated content detection on Yelp Review (AUROC)
0.8718AUROCLiSCP
Evaluation results
| Method | Links | |
|---|---|---|
| LiSCPparaphrase model=GPT-3.5-Turbo, encoder=SBERT2026.05 | 0.8718 | |
| RAIDAR2026.05 | 0.8616 | |
| R-Detect2026.05 | 0.7121 | |
| Rank2026.05 | 0.6819 | |
| Ghostbustersubstitute LLM=GPT-3.5-Turbo2026.05 | 0.6691 | |
| DetectGPTperturbation model=T5-3B2026.05 | 0.6342 | |
| Fast-DetectGPT2026.05 | 0.623 | |
| LogRank2026.05 | 0.5294 | |
| RoBERTa-baseBackbone=base2026.05 | 0.4723 | |
| Entropy2026.05 | 0.4697 | |
| RoBERTa-largeBackbone=large2026.05 | 0.4061 |