Machine Text Detection and Calibration on PAN MP (Machine-polished) 2025
61AUC@1%Multi-View Gaussian Process Detector
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multi-View Gaussian Process DetectorN=32 training examples per class2026.06 | 61 | 0.096 | 0.177 | |
| Fast-DetectGPTN=32 training examples per class2026.06 | 60.5 | 0.124 | 0.207 | |
| MPUN=32 training examples per class2026.06 | 59.1 | 0.363 | 0.36 | |
| BinocularsN=32 training examples per class2026.06 | 58.7 | 0.092 | 0.207 | |
| ReMoDetectN=32 training examples per class2026.06 | 58 | 0.074 | 0.177 | |
| RoBERTa-FTN=32 training examples per class2026.06 | 56.2 | 0.08 | 0.214 | |
| LRRN=32 training examples per class2026.06 | 50.4 | 0.05 | 0.252 | |
| Log-RankN=32 training examples per class2026.06 | 50.3 | 0.034 | 0.237 | |
| RADARN=32 training examples per class2026.06 | 50.2 | 0.317 | 0.352 | |
| MAGEN=32 training examples per class2026.06 | 50.1 | 0.348 | 0.347 |