AIGT detection on HC3 Pruthi attack Human to AI (in-domain)
1OALog-Likelihood
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Log-Likelihood2024.06 | 1 | 1 | 0 | 9,519.34 | |
| SeqXGPT2024.06 | 1 | 1 | 0 | 9,609.78 | |
| RoBERTa2024.06 | 1 | 1 | 0 | 9,561.62 | |
| DeBERTa2024.06 | 1 | 0.995 | 0.005 | 9,606.24 | |
| ChatGPT-Detector2024.06 | 1 | 0.995 | 0.005 | 9,591.88 | |
| Flooding2024.06 | 1 | 1 | 0 | 9,540.92 | |
| RDrop2024.06 | 1 | 0.995 | 0.005 | 9,516.64 | |
| RanMASK2024.06 | 1 | 0.98 | 0.02 | 9,748.31 | |
| RMLM2024.06 | 1 | 0.98 | 0.02 | 9,373.92 | |
| SCRN2024.06 | 1 | 1 | 0 | 9,540.2 | |
| BERT2024.06 | 0.995 | 0.98 | 0.0151 | 9,502.22 | |
| Log-Rank2024.06 | 0.99 | 0.99 | 0 | 9,557.18 | |
| GLTR2024.06 | 0.99 | 0.95 | 0.0404 | 9,507.22 | |
| Entropy2024.06 | 0.95 | 0.905 | 0.0474 | 9,085.92 |