Machine-generated text detection on MAGE yelp held-out
0.95AUROCconfidence-weighted ensemble
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| confidence-weighted ensembleEnsemble Strategy=Confidence-weighted (Eq. 1)2026.07 | 0.95 | 62.4 | |
| Vanilla RoBERTa baselineBackbone=RoBERTa-large2026.07 | 0.945 | 50.8 | |
| FOMAML+LoRAK-shot=102026.07 | 0.944 | 54.8 |