AI-generated text detection on M4GT-Bench Reddit (test)
97.2AccuracyLR-GLTR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LR-GLTRGenerator=GPT-42025.02 | 97.2 | — | — | — | 99.6 | |
| LR-GLTRGenerator=ChatGPT2025.02 | 94 | — | — | — | 99.4 | |
| ExaGPTGenerator=GPT-42025.02 | 91.1 | — | — | — | 99.3 | |
| ExaGPTGenerator=ChatGPT2025.02 | 86.6 | — | — | — | 98.9 | |
| LR-GLTRGenerator=Dolly-v22025.02 | 79 | — | — | — | 95.3 | |
| ExaGPTGenerator=Dolly-v22025.02 | 76.6 | — | — | — | 96.2 | |
| RoBERTaTraining Protocol=Leave-one-domain-out2026.02 | 74.49 | 77.21 | 74.49 | 71.66 | — | |
| DNA-GPTGenerator=GPT-42025.02 | 68.6 | — | — | — | 71.9 | |
| RoBERTaGenerator=GPT-42025.02 | 66.4 | — | — | — | 100 | |
| DNA-GPTGenerator=Dolly-v22025.02 | 66.1 | — | — | — | 67.5 | |
| DNA-GPTGenerator=ChatGPT2025.02 | 62.9 | — | — | — | 92.3 | |
| RoBERTaGenerator=ChatGPT2025.02 | 61 | — | — | — | 99.8 | |
| DependencyAITraining Protocol=Leave-one-domain-out2026.02 | 60.87 | 67.46 | 60.87 | 57.48 | — | |
| XLM-RTraining Protocol=Leave-one-domain-out2026.02 | 58.71 | 69.73 | 58.72 | 57.34 | — | |
| RoBERTaGenerator=Dolly-v22025.02 | 50 | — | — | — | 100 | |
| GLTR-LRTraining Protocol=Leave-one-domain-out2026.02 | 46.28 | 45.54 | 46.28 | 41.7 | — | |
| GLTR-SVMTraining Protocol=Leave-one-domain-out2026.02 | 46.19 | 43.21 | 46.19 | 40.94 | — | |
| Stylistic-SVMTraining Protocol=Leave-one-domain-out2026.02 | 24.43 | 60.98 | 27.25 | 31.16 | — | |
| NELA-SVMTraining Protocol=Leave-one-domain-out2026.02 | 20.72 | 42.77 | 24.27 | 27.87 | — |