AIGT detection on HC3 Deep-Word-Bug attack Human to AI (in-domain)
100Overall AccuracyLog-Likelihood
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Log-Likelihood2024.06 | 100 | 100 | 0 | 306.24 | |
| SeqXGPT2024.06 | 100 | 100 | 0 | 306.16 | |
| RoBERTa2024.06 | 100 | 100 | 0 | 302.58 | |
| DeBERTa2024.06 | 100 | 100 | 0 | 295.56 | |
| ChatGPT-Detector2024.06 | 100 | 100 | 0 | 301.62 | |
| Flooding2024.06 | 100 | 100 | 0 | 275.71 | |
| RDrop2024.06 | 100 | 100 | 0 | 306.09 | |
| RanMASK2024.06 | 100 | 100 | 0 | 315.78 | |
| RMLM2024.06 | 100 | 100 | 0 | 308.91 | |
| SCRN2024.06 | 100 | 100 | 0 | 305.93 | |
| BERT2024.06 | 99.5 | 98.5 | 1.01 | 282.92 | |
| Log-Rank2024.06 | 99 | 99 | 0 | 308.03 | |
| GLTR2024.06 | 99 | 98.5 | 0.51 | 306.09 | |
| Entropy2024.06 | 95 | 92.5 | 2.63 | 295.7 |