AI Text Detection on Modern RAID GPT-5 generated 200 tokens
30.22TPR@0.1%DALD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DALDCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 30.22 | 42.7 | 0.8943 | |
| DMAPCalibration status=Calibrated, Token count=200, Input type=Text2026.05 | 29.14 | 54.95 | 0.9388 | |
| Log-SurprisalCalibration status=Calibrated, Token count=200, Input type=Text2026.05 | 7.33 | 32.95 | 0.9182 | |
| Fast-DetectGPTCalibration status=Calibrated, Token count=200, Input type=Tokens2026.05 | 3.74 | 19.31 | 0.8538 | |
| Log-RankCalibration status=Calibrated, Token count=200, Input type=Text2026.05 | 2.73 | 25.92 | 0.8559 | |
| NPRCalibration status=Calibrated, Token count=200, Input type=Tokens2026.05 | 2.02 | 16.58 | 0.8342 | |
| BinocularsCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 1.75 | 10.53 | 0.692 | |
| Fast-DetectGPTCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 1.3 | 8.4 | 0.629 | |
| NPRCalibration status=None, Token count=200, Input type=Tokens2026.05 | 0.9 | 7.87 | 0.6025 | |
| DMAPCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.85 | 6.75 | 0.6891 | |
| Log-SurprisalCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.74 | 5.65 | 0.5617 | |
| Fast-DetectGPTCalibration status=None, Token count=200, Input type=Tokens2026.05 | 0.66 | 7.86 | 0.6275 | |
| Log-RankCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.55 | 4.93 | 0.544 | |
| NPRCalibration status=Baseline, Token count=200, Input type=Text2026.05 | 0.1 | 1.67 | 0.5259 |