Machine-Generated Text Detection on RAID
78.5TP @ 20%Binoculars
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BinocularsAlgorithm=MCP2025.05 | 78.5 | 79.19 | 76.57 | 82.21 | 74.83 | 83.19 | 72.37 | 82.78 | 70.33 | 81.93 | 66.07 | 79.25 | |
| BinocularsAlgorithm=vanilla2025.05 | 78.4 | 79.03 | 76.47 | 82.02 | 74.53 | 83.03 | 70.17 | 81.5 | 67.5 | 80.12 | 64.17 | 77.94 | |
| Fast-DetectGPTAlgorithm=MCP2025.05 | 78.13 | 78.88 | 76.03 | 81.77 | 73.43 | 82.4 | 68.27 | 80.2 | 64.73 | 78.09 | 63.6 | 77.56 | |
| Fast-DetectGPTAlgorithm=vanilla2025.05 | 77.97 | 78.74 | 75.23 | 81.22 | 71.67 | 81.13 | 66.7 | 79.08 | 64.7 | 78.09 | 63.1 | 77.14 |