AI-generated text detection and calibration on DetectRL (Paraphrase)
80.4AUC@1%Multi-View Gaussian Process Detector
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multi-View Gaussian Process DetectorN=322026.06 | 80.4 | 13.7 | 0.086 | |
| ReMoDetectN=322026.06 | 75.4 | 6.6 | 0.141 | |
| RADARN=322026.06 | 70.6 | 14.1 | 0.135 | |
| MAGEN=322026.06 | 69.9 | 15.8 | 0.158 | |
| BinocularsN=322026.06 | 69.5 | 15.1 | 0.18 | |
| RoBERTa-FT ClassifierN=322026.06 | 63.5 | 18.8 | 0.161 | |
| MPUN=322026.06 | 63.2 | 26.2 | 0.273 | |
| Fast-DetectGPTN=322026.06 | 62.7 | 7.4 | 0.172 | |
| LRRN=322026.06 | 61.6 | 13.5 | 0.229 | |
| Log-RankN=322026.06 | 58.7 | 9.5 | 0.244 |