AIGT Detection on Cross-Domain (AI -> Human)
96Overall AccuracyChatGPT-Detector
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ChatGPT-DetectorAttack=PWWS2024.06 | 96 | 1 | 98.96 | 364 | |
| SeqXGPTAttack=PWWS2024.06 | 93 | 4 | 95.7 | 397.55 | |
| DeBERTaAttack=PWWS2024.06 | 91.5 | 1 | 98.91 | 381.8 | |
| RoBERTaAttack=PWWS2024.06 | 90.5 | 6.5 | 92.82 | 410.38 | |
| FloodingAttack=PWWS2024.06 | 90 | 0 | 100 | 387.93 | |
| RDropAttack=PWWS2024.06 | 89.5 | 6 | 93.3 | 429.06 | |
| RanMASKAttack=PWWS2024.06 | 89 | 1 | 98.88 | 406.12 | |
| SCRNAttack=PWWS2024.06 | 86.5 | 40.5 | 53.18 | 551.2 | |
| RMLMAttack=PWWS2024.06 | 81.5 | 5.5 | 93.25 | 426.98 | |
| BERTAttack=PWWS2024.06 | 80 | 0 | 100 | 384.23 | |
| Log-RankAttack=PWWS2024.06 | 72 | 0 | 100 | 374.13 | |
| Log-LikelihoodAttack=PWWS2024.06 | 67 | 0 | 100 | 381.32 | |
| GLTRAttack=PWWS2024.06 | 66.5 | 0 | 100 | 376.47 | |
| EntropyAttack=PWWS2024.06 | 43.5 | 0 | 100 | 433.91 |