AIGT Detection on Cross-Domain Overall
0.9725OAChatGPT-Detector
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ChatGPT-DetectorAttack=PWWS2024.06 | 0.9725 | 0.4475 | 0.5398 | 224.96 | |
| SeqXGPTAttack=PWWS2024.06 | 0.9575 | 0.49 | 0.4883 | 247.6 | |
| DeBERTaAttack=PWWS2024.06 | 0.9475 | 0.4925 | 0.4802 | 235.29 | |
| SCRNAttack=PWWS2024.06 | 0.93 | 0.7 | 0.2473 | 320.22 | |
| BERTAttack=PWWS2024.06 | 0.8975 | 0.4975 | 0.4457 | 236.74 | |
| RMLMAttack=PWWS2024.06 | 0.8975 | 0.5175 | 0.4234 | 259.27 | |
| RDropAttack=PWWS2024.06 | 0.8925 | 0.3975 | 0.5546 | 260.08 | |
| RanMASKAttack=PWWS2024.06 | 0.85 | 0.395 | 0.5353 | 252.19 | |
| FloodingAttack=PWWS2024.06 | 0.84 | 0.3725 | 0.5565 | 244.76 | |
| Log-RankAttack=PWWS2024.06 | 0.8375 | 0.475 | 0.4328 | 231.88 | |
| RoBERTaAttack=PWWS2024.06 | 0.83 | 0.4025 | 0.5151 | 255.1 | |
| Log-LikelihoodAttack=PWWS2024.06 | 0.82 | 0.485 | 0.4085 | 235.64 | |
| GLTRAttack=PWWS2024.06 | 0.775 | 0.2825 | 0.6355 | 228.14 | |
| EntropyAttack=PWWS2024.06 | 0.7075 | 0.4 | 0.4346 | 258.94 |