AIGT detection on HC3 Pruthi attack AI to Human (in-domain)
100Overall AccuracyBERT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BERT2024.06 | 100 | 21 | 79 | 17,460.63 | |
| RoBERTa2024.06 | 100 | 57 | 43 | 20,431.19 | |
| DeBERTa2024.06 | 100 | 34.5 | 65.5 | 17,338.08 | |
| Flooding2024.06 | 100 | 68.5 | 31.5 | 20,823.59 | |
| RanMASK2024.06 | 100 | 68.5 | 31.5 | 21,052.49 | |
| RMLM2024.06 | 100 | 71.5 | 28.5 | 20,949.12 | |
| SCRN2024.06 | 100 | 82.5 | 17.5 | 21,122.83 | |
| SeqXGPT2024.06 | 99.5 | 1 | 98.99 | 10,505.46 | |
| RDrop2024.06 | 99.5 | 69 | 30.65 | 20,132.45 | |
| ChatGPT-Detector2024.06 | 98 | 36.5 | 62.76 | 18,563.57 | |
| Log-Rank2024.06 | 96.5 | 1 | 98.96 | 10,084.75 | |
| Log-Likelihood2024.06 | 96 | 1 | 98.96 | 9,000.48 | |
| GLTR2024.06 | 95 | 1 | 98.95 | 10,321.49 | |
| Entropy2024.06 | 86 | 0 | 100 | 7,920.77 |