Detection and Calibration on RAID Reddit domain
77.5AUC@1%Multi-View Gaussian Process Detector
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Multi-View Gaussian Process DetectorN=32 training examples per class2026.06 | 77.5 | 0.243 | 0.088 | |
| RoBERTa-FTN=32 training examples per class, Protocol=Fine-tuned2026.06 | 71.1 | 0.216 | 0.091 | |
| ReMoDetectN=32 training examples per class2026.06 | 68.7 | 0.259 | 0.167 | |
| Fast-DetectGPTN=32 training examples per class2026.06 | 64.9 | 0.095 | 0.135 | |
| MAGEN=32 training examples per class2026.06 | 58.2 | 0.229 | 0.229 | |
| BinocularsN=32 training examples per class2026.06 | 57.2 | 0.223 | 0.182 | |
| RADARN=32 training examples per class2026.06 | 52.9 | 0.178 | 0.172 | |
| Log-RankN=32 training examples per class2026.06 | 52.7 | 0.152 | 0.168 | |
| MPUN=32 training examples per class2026.06 | 52.7 | 0.452 | 0.432 | |
| LRRN=32 training examples per class2026.06 | 51 | 0.152 | 0.198 |