Machine-generated text detection on MAGE Mean across 10 domains
0.947AUROCconfidence-weighted ensemble
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| confidence-weighted ensembleEnsemble Strategy=Confidence-weighted (Eq. 1)2026.07 | 0.947 | 69 | |
| FOMAML+LoRAK-shot=102026.07 | 0.938 | 62.5 | |
| Vanilla RoBERTa baselineBackbone=RoBERTa-large2026.07 | 0.934 | 58.8 |