LLM-generated content detection on Student Essay
4.26Stdev(F1 Score)DSIPA (SDP)
Evaluation results
| Method | Links | |
|---|---|---|
| DSIPA (SDP)variant=SDP2026.04 | 4.26 | |
| R-Detect2026.04 | 4.52 | |
| DSIPA (SDC)variant=SDC2026.04 | 4.71 | |
| Binoculars2026.04 | 4.81 | |
| Fast-DetectGPT2026.04 | 4.93 | |
| LogRank2026.04 | 5.74 | |
| RAIDAR2026.04 | 6.17 | |
| RoBERTa-basemodel size=base2026.04 | 6.18 | |
| Ghostbuster2026.04 | 6.34 | |
| DetectGPT2026.04 | 6.83 | |
| RoBERTa-largemodel size=large2026.04 | 6.92 | |
| GPT-Zero2026.04 | 7.15 |