Machine-text detection on Reddit
0.89AUROCBinoculars
Evaluation Results
| Method | Links | |
|---|---|---|
| BinocularsInversion Scheme=Inversion+Neural2024.10 | 0.89 | |
| FastDetectGPTInversion Scheme=Inversion+Neural2024.10 | 0.84 | |
| BinocularsInversion Scheme=Inversion+Edit-based2024.10 | 0.84 | |
| FastDetectGPTInversion Scheme=Inversion+Edit-based2024.10 | 0.8 | |
| OpenAIInversion Scheme=Inversion+Neural2024.10 | 0.79 | |
| OpenAIInversion Scheme=Inversion+Edit-based2024.10 | 0.77 | |
| LogRankInversion Scheme=Inversion+Neural2024.10 | 0.77 | |
| BinocularsInversion Scheme=Baseline2024.10 | 0.77 | |
| LogRankInversion Scheme=Inversion+Edit-based2024.10 | 0.74 | |
| RADARInversion Scheme=Inversion+Neural2024.10 | 0.7 | |
| RankInversion Scheme=Inversion+Neural2024.10 | 0.68 | |
| RankInversion Scheme=Inversion+Edit-based2024.10 | 0.66 | |
| RADARInversion Scheme=Inversion+Edit-based2024.10 | 0.66 | |
| FastDetectGPTInversion Scheme=Baseline2024.10 | 0.66 | |
| RADARInversion Scheme=Baseline2024.10 | 0.62 | |
| EntropyInversion Scheme=Inversion+Edit-based2024.10 | 0.59 | |
| EntropyInversion Scheme=Inversion+Neural2024.10 | 0.59 | |
| LogRankInversion Scheme=Baseline2024.10 | 0.58 | |
| OpenAIInversion Scheme=Baseline2024.10 | 0.56 | |
| RankInversion Scheme=Baseline2024.10 | 0.56 | |
| EntropyInversion Scheme=Baseline2024.10 | 0.51 |