AIGT detection on HC3 PWWS attack, Human to AI (in-domain)
100OALog-Likelihood
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Log-Likelihood2024.06 | 100 | 99 | 1 | 1,223.54 | |
| SeqXGPT2024.06 | 100 | 100 | 0 | 1,224.88 | |
| RoBERTa2024.06 | 100 | 99.5 | 0.5 | 1,223.76 | |
| DeBERTa2024.06 | 100 | 99.5 | 0.5 | 1,223.53 | |
| ChatGPT-Detector2024.06 | 100 | 99.5 | 0.5 | 1,224.6 | |
| Flooding2024.06 | 100 | 100 | 0 | 1,225 | |
| RDrop2024.06 | 100 | 100 | 0 | 1,225.12 | |
| RanMASK2024.06 | 100 | 100 | 0 | 1,245.97 | |
| RMLM2024.06 | 100 | 98.5 | 1.5 | 1,216.52 | |
| SCRN2024.06 | 100 | 100 | 0 | 1,225.02 | |
| BERT2024.06 | 99.5 | 98.5 | 1.01 | 1,211.18 | |
| Log-Rank2024.06 | 99 | 98.5 | 0.51 | 1,233.61 | |
| GLTR2024.06 | 99 | 83.5 | 15.66 | 1,136.52 | |
| Entropy2024.06 | 95 | 79 | 16.84 | 1,112.75 |