Machine-generated text detection on MAGE tldr (held-out)
0.962AUROCFOMAML+LoRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FOMAML+LoRAK-shot=102026.07 | 0.962 | 71.8 | |
| confidence-weighted ensembleEnsemble Strategy=Confidence-weighted (Eq. 1)2026.07 | 0.95 | 75 | |
| Vanilla RoBERTa baselineBackbone=RoBERTa-large2026.07 | 0.933 | 62.6 |