Multi-target AI-generated Text Detection on M4
57.6ArXiv pAUC@1Man and Nguyen 2024
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Man and Nguyen 20242026.04 | 57.6 | 81.5 | 96.7 | 61.5 | 79.9 | 90.7 | 53.6 | 86.6 | 97.1 | 52.3 | 83.3 | 86.4 | 61.8 | 86.3 | 94.2 | |
| LUAR2026.04 | 53.5 | 80.4 | 96.1 | 57.8 | 85.1 | 95.7 | 53.3 | 80 | 94.2 | 50.9 | 64 | 83.7 | 60 | 81.9 | 93.9 | |
| EAVAE2026.04 | 53.5 | 74.4 | 90.1 | 64.8 | 86.3 | 96.8 | 64.4 | 92.6 | 99 | 52.8 | 83.9 | 87.4 | 62 | 87.4 | 94.7 | |
| Contrastive Pre-training2026.04 | 51.4 | 83 | 97.6 | 61.8 | 82 | 89.7 | 55.6 | 90 | 98.7 | 52.5 | 80.2 | 85 | 61.6 | 87 | 94.2 |