AI-generated text detection on HC3 (test)
99.93F1 (Overall)SCRN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SCRN2024.06 | 99.93 | 99.78 | 100 | 100 | 99.9 | — | |
| Deberta2024.06 | 99.92 | 99.74 | 100 | 100 | 99.88 | — | |
| Flooding2024.06 | 99.89 | 99.67 | 100 | 100 | 99.85 | — | |
| RDrop2024.06 | 99.88 | 99.67 | 99.96 | 99.98 | 99.85 | — | |
| Roberta2024.06 | 99.8 | 99.45 | 100 | 100 | 99.74 | — | |
| ChatGPT-Detector2024.06 | 99.58 | 99.03 | 99.15 | 99.61 | 99.56 | — | |
| Bert2024.06 | 99.45 | 98.28 | 100 | 100 | 99.2 | — | |
| SeqXGPT2024.06 | 99.33 | 97.92 | 100 | 100 | 99.03 | — | |
| PECOLAShot=5122024.02 | 99.15 | — | — | — | — | 99.15 | |
| PECOLAShot=1282024.02 | 98.63 | — | — | — | — | 98.63 | |
| PECOLAShot=642024.02 | 98.59 | — | — | — | — | 98.59 | |
| RMLM2024.06 | 98 | 96.15 | 100 | 100 | 96 | — | |
| GLTR2024.06 | 97.68 | 96.84 | 95.76 | 98.06 | 98.57 | — | |
| Log-Rank2024.06 | 97.54 | 96.3 | 95.87 | 98.11 | 98.31 | — | |
| PECOLAShot=322024.02 | 97.19 | — | — | — | — | 97.19 | |
| Log-Likelihood2024.06 | 97.18 | 95.43 | 95.61 | 97.98 | 97.9 | — | |
| RanMASKmasking_rate=30%2024.06 | 95.67 | 87.73 | 100 | 100 | 93.58 | — | |
| Entropy2024.06 | 93 | 89.9 | 87.69 | 94.41 | 95.47 | — |