LLM-generated content detection on Academic Paper
4.68Std Dev of F1 ScoreDSIPA (SDP)
Evaluation results
| Method | Links | |
|---|---|---|
| DSIPA (SDP)variant=SDP2026.04 | 4.68 | |
| R-Detect2026.04 | 4.77 | |
| Binoculars2026.04 | 5.03 | |
| DSIPA (SDC)variant=SDC2026.04 | 5.09 | |
| Fast-DetectGPT2026.04 | 5.17 | |
| LogRank2026.04 | 5.66 | |
| RoBERTa-basemodel size=base2026.04 | 5.79 | |
| Ghostbuster2026.04 | 5.87 | |
| RoBERTa-largemodel size=large2026.04 | 6.22 | |
| RAIDAR2026.04 | 6.44 | |
| DetectGPT2026.04 | 6.61 | |
| GPT-Zero2026.04 | 6.74 |