AI Text Detection on Modern RAID Gemini generated 200 tokens
34.74TPR@0.1% FPRDALD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DALDCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 34.74 | 56.44 | 95.68 | |
| DMAPCalibration status=Calibrated, Token count=200, Input type=Text2026.05 | 23.13 | 52.21 | 93.68 | |
| Log-SurprisalCalibration status=Calibrated, Token count=200, Input type=Text2026.05 | 14.03 | 34.73 | 89.27 | |
| Fast-DetectGPTCalibration status=Calibrated, Token count=200, Input type=Tokens2026.05 | 4.33 | 15.6 | 80.52 | |
| Log-RankCalibration status=Calibrated, Token count=200, Input type=Text2026.05 | 0.56 | 11.58 | 78.09 | |
| BinocularsCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.38 | 3.32 | 53.69 | |
| NPRCalibration status=None, Token count=200, Input type=Tokens2026.05 | 0.36 | 3.52 | 68.56 | |
| NPRCalibration status=Calibrated, Token count=200, Input type=Tokens2026.05 | 0.22 | 10.55 | 74.88 | |
| Fast-DetectGPTCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.19 | 2.85 | 73.29 | |
| Fast-DetectGPTCalibration status=None, Token count=200, Input type=Tokens2026.05 | 0.15 | 3.1 | 73.44 | |
| NPRCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.07 | 0.91 | 50.31 | |
| DMAPCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.07 | 1.59 | 77.91 | |
| Log-SurprisalCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.02 | 0.11 | 50.57 | |
| Log-RankCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.02 | 0.06 | 46.83 |