Machine-generated text detection on MAGE xsum held-out
0.897AUROCFOMAML+LoRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FOMAML+LoRAK-shot=102026.07 | 0.897 | 44.8 | |
| confidence-weighted ensembleEnsemble Strategy=Confidence-weighted (Eq. 1)2026.07 | 0.868 | 42 | |
| Vanilla RoBERTa baselineBackbone=RoBERTa-large2026.07 | 0.825 | 27.4 |