LLM-generated text detection on Yelp Review Dataset
89.8F1 (Original)DSIPA (SDP)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DSIPA (SDP)variant=SDP2026.04 | 89.8 | 83.8 | 6.7 | |
| DSIPA (SDC)variant=SDC2026.04 | 89.3 | 82.8 | 7.3 | |
| Binoculars2026.04 | 89.1 | 79.8 | 10.4 | |
| R-Detect2026.04 | 88.2 | 80.9 | 8.3 | |
| Fast-DetectGPT2026.04 | 88.1 | 78.3 | 11.1 | |
| RoBERTa-largeModel size=large2026.04 | 87.2 | 79.2 | 9.2 | |
| RAIDAR2026.04 | 87.1 | 79.7 | 8.5 | |
| Ghostbuster2026.04 | 86.3 | 78.1 | 9.5 | |
| DetectGPT2026.04 | 85.3 | 75.3 | 11.7 | |
| RoBERTa-baseModel size=base2026.04 | 85.2 | 76.3 | 10.4 | |
| LogRank2026.04 | 85.1 | 72.4 | 14.9 | |
| GPT-Zero2026.04 | 83.2 | 71.5 | 14.1 |