AIGT Detection on Cross-domain (Human -> AI)
99.5Overall AccuracyBERT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BERTAttack=PWWS2024.06 | 99.5 | 99.5 | 0 | 89.24 | |
| SCRNAttack=PWWS2024.06 | 99.5 | 99.5 | 0 | 89.24 | |
| SeqXGPTAttack=PWWS2024.06 | 98.5 | 94 | 4.56 | 97.64 | |
| ChatGPT-DetectorAttack=PWWS2024.06 | 98.5 | 88.5 | 10.15 | 85.93 | |
| EntropyAttack=PWWS2024.06 | 98 | 80 | 18.37 | 83.96 | |
| DeBERTaAttack=PWWS2024.06 | 98 | 97.5 | 0.51 | 88.78 | |
| RMLMAttack=PWWS2024.06 | 98 | 98 | 0 | 91.56 | |
| Log-LikelihoodAttack=PWWS2024.06 | 97 | 97 | 0 | 89.96 | |
| Log-RankAttack=PWWS2024.06 | 95.5 | 95 | 0.52 | 89.63 | |
| RDropAttack=PWWS2024.06 | 89 | 73.5 | 17.42 | 91.1 | |
| GLTRAttack=PWWS2024.06 | 88.5 | 56.5 | 36.16 | 79.8 | |
| RanMASKAttack=PWWS2024.06 | 81 | 78 | 3.7 | 98.26 | |
| FloodingAttack=PWWS2024.06 | 78 | 74.5 | 4.49 | 101.59 | |
| RoBERTaAttack=PWWS2024.06 | 75.5 | 74 | 1.99 | 99.81 |