AI Text Detection on Modern RAID Claude generated 200 tokens
37.34TPR@0.1%DMAP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DMAPCalibration status=Calibrated, Token count=200, Input type=Text2026.05 | 37.34 | 63.5 | 0.9612 | |
| DALDCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 26.97 | 48.49 | 0.9428 | |
| Log-SurprisalCalibration status=Calibrated, Token count=200, Input type=Text2026.05 | 8.83 | 49.47 | 0.9369 | |
| Fast-DetectGPTCalibration status=Calibrated, Token count=200, Input type=Tokens2026.05 | 2.33 | 32.67 | 0.8682 | |
| Fast-DetectGPTCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 2.21 | 13.44 | 0.7993 | |
| NPRCalibration status=None, Token count=200, Input type=Tokens2026.05 | 1.9 | 12.49 | 0.768 | |
| BinocularsCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 1.58 | 9.06 | 0.6283 | |
| Fast-DetectGPTCalibration status=None, Token count=200, Input type=Tokens2026.05 | 1.43 | 13.27 | 0.7996 | |
| DMAPCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.84 | 7.35 | 0.8052 | |
| NPRCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.21 | 1.8 | 0.5541 | |
| Log-SurprisalCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.06 | 2.17 | 0.6309 | |
| NPRCalibration status=Calibrated, Token count=200, Input type=Tokens2026.05 | 0.05 | 24.5 | 0.8559 | |
| Log-RankCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.04 | 1.63 | 0.6083 | |
| Log-RankCalibration status=Calibrated, Token count=200, Input type=Text2026.05 | 0.04 | 29.74 | 0.8691 |