LLM-generated text detection on Reuter News Dataset
89.2F1 (Original)DSIPA (SDP)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DSIPA (SDP)variant=SDP2026.04 | 89.2 | 83.5 | 6.4 | |
| DSIPA (SDC)variant=SDC2026.04 | 88.5 | 82.4 | 6.9 | |
| Binoculars2026.04 | 88.3 | 79.9 | 9.5 | |
| R-Detect2026.04 | 87.2 | 80.8 | 7.3 | |
| Fast-DetectGPT2026.04 | 87.1 | 78.1 | 10.3 | |
| RoBERTa-largeModel size=large2026.04 | 86.2 | 79.3 | 8 | |
| RAIDAR2026.04 | 86.1 | 79.8 | 7.3 | |
| Ghostbuster2026.04 | 85.4 | — | 8.4 | |
| DetectGPT2026.04 | 84.3 | 75.2 | 10.8 | |
| RoBERTa-baseModel size=base2026.04 | 84.1 | 75.8 | 9.9 | |
| LogRank2026.04 | 83.3 | 71.9 | 13.7 | |
| GPT-Zero2026.04 | 81.2 | 70.6 | 13.1 |