Machine-Generated Text Detection on Paper Abstract (test)
91.54F1 ScoreLiSCP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LiSCPSource Domain=Paper Abstract2026.05 | 91.54 | 65.15 | |
| Fast-DetectGPTSource Domain=Paper Abstract2026.05 | 86.5 | 59.24 | |
| R-DetectSource Domain=Paper Abstract2026.05 | 85.94 | 60.73 | |
| DetectGPTSource Domain=Paper Abstract2026.05 | 83.33 | 53.87 | |
| RAIDARSource Domain=Paper Abstract2026.05 | 78.34 | 58.57 | |
| GhostbusterSource Domain=Paper Abstract2026.05 | 74.52 | 55.39 | |
| LogRankSource Domain=Paper Abstract2026.05 | 64.05 | 46.9 | |
| RoBERTa-largeSource Domain=Paper Abstract2026.05 | 63.4 | 52.22 | |
| RoBERTa-baseSource Domain=Paper Abstract2026.05 | 57.78 | 49.87 | |
| EntropySource Domain=Paper Abstract2026.05 | 56.75 | 40.63 | |
| RankSource Domain=Paper Abstract2026.05 | 54.6 | 43.32 |