Machine-Generated Text Attribution on STEM
91.9Full Macro F1RidgeFT
Evaluation results
| Method | Links | |
|---|---|---|
| RidgeFTBackbone=DeBERTa-base, New Model=Mixtral2026.06 | 91.9 | |
| RidgeFTBackbone=DeBERTa-base, New Model=GPT-4o-mini2026.06 | 91.9 | |
| RidgeFTBackbone=DeBERTa-base, New Model=Moonshot2026.06 | 91.7 | |
| RidgeFTBackbone=RoBERTa-base, New Model=Moonshot2026.06 | 91.6 | |
| RidgeFTBackbone=RoBERTa-base, New Model=GPT-3.52026.06 | 91.4 | |
| RidgeFTBackbone=DeBERTa-base, New Model=Average2026.06 | 91.4 | |
| RidgeFTBackbone=RoBERTa-base, New Model=GPT-4o-mini2026.06 | 91.3 | |
| RidgeFTBackbone=RoBERTa-base, New Model=Mixtral2026.06 | 91.2 | |
| RidgeFTBackbone=RoBERTa-base, New Model=Average2026.06 | 91.1 | |
| RidgeFTBackbone=DeBERTa-base, New Model=Llama-3.12026.06 | 91 | |
| RidgeFTBackbone=DeBERTa-base, New Model=GPT-3.52026.06 | 90.7 | |
| RidgeFTBackbone=RoBERTa-base, New Model=Llama-3.12026.06 | 90.2 |