Detection and Calibration on RAID News domain
0.93AUC @ 1%Multi-View Gaussian Process Detector
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multi-View Gaussian Process DetectorN=32 training examples per class2026.06 | 0.93 | 0.235 | 0.052 | |
| RADARN=32 training examples per class2026.06 | 0.925 | 0.232 | 0.149 | |
| RoBERTa-FTN=32 training examples per class, Protocol=Fine-tuned2026.06 | 0.925 | 0.143 | 0.056 | |
| Fast-DetectGPTN=32 training examples per class2026.06 | 0.741 | 0.105 | 0.113 | |
| BinocularsN=32 training examples per class2026.06 | 0.683 | 0.255 | 0.183 | |
| ReMoDetectN=32 training examples per class2026.06 | 0.577 | 0.213 | 0.273 | |
| Log-RankN=32 training examples per class2026.06 | 0.574 | 0.175 | 0.249 | |
| MAGEN=32 training examples per class2026.06 | 0.529 | 0.298 | 0.298 | |
| LRRN=32 training examples per class2026.06 | 0.513 | 0.137 | 0.243 | |
| MPUN=32 training examples per class2026.06 | 0.503 | 0.429 | 0.422 |