AIGT Detection on SeqXGPT-Bench cross-domain
99.54Precision (AI)BERT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BERTAttack Status=Without attack2024.06 | 99.54 | 80.05 | 83.32 | 99.63 | 89.74 | |
| SCRNAttack Status=Without attack2024.06 | 98.71 | 83.97 | 86.05 | 98.9 | 91.38 | |
| DeBERTaAttack Status=Without attack2024.06 | 97.99 | 89.35 | 90.21 | 98.16 | 93.75 | |
| ChatGPT-DetectorAttack Status=Without attack2024.06 | 97.94 | 92.9 | 93.25 | 98.04 | 95.47 | |
| RMLMAttack Status=Without attack2024.06 | 97.61 | 80.05 | 83.09 | 98.04 | 88.96 | |
| EntropyAttack Status=Without attack2024.06 | 97.56 | 48.84 | 65.88 | 98.78 | 72.06 | |
| Log-LikelihoodAttack Status=Without attack2024.06 | 95.88 | 76.99 | 80.78 | 96.67 | 86.71 | |
| SeqXGPTAttack Status=Without attack2024.06 | 95.03 | 88.86 | 89.54 | 95.35 | 92.1 | |
| Log-RankAttack Status=Without attack2024.06 | 94.86 | 72.21 | 77.57 | 96.08 | 83.92 | |
| RDropAttack Status=Without attack2024.06 | 90.43 | 87.88 | 88.21 | 90.7 | 89.29 | |
| GLTRAttack Status=Without attack2024.06 | 87.61 | 71.85 | 76.14 | 89.84 | 80.69 | |
| RanMASKAttack Status=Without attack2024.06 | 86.54 | 85.8 | 85.92 | 86.66 | 86.23 | |
| FloodingAttack Status=Without attack2024.06 | 84.19 | 88 | 87.44 | 83.48 | 85.73 | |
| RoBERTaAttack Status=Without attack2024.06 | 82.77 | 87.03 | 86.32 | 86.32 | 84.45 |