LLM-generated content detection on Student Essay IvyPanda
0.9455AUROCLiSCP
Evaluation Results
| Method | Links | |
|---|---|---|
| LiSCPparaphrase model=GPT-3.5-Turbo, encoder=SBERT2026.05 | 0.9455 | |
| Fast-DetectGPT2026.05 | 0.9206 | |
| RAIDAR2026.05 | 0.9091 | |
| R-Detect2026.05 | 0.7629 | |
| Rank2026.05 | 0.6849 | |
| LogRank2026.05 | 0.6758 | |
| DetectGPTperturbation model=T5-3B2026.05 | 0.641 | |
| RoBERTa-baseBackbone=base2026.05 | 0.6317 | |
| Ghostbustersubstitute LLM=GPT-3.5-Turbo2026.05 | 0.5798 | |
| Entropy2026.05 | 0.4808 | |
| RoBERTa-largeBackbone=large2026.05 | 0.3325 |