Machine-Generated Text Attribution on Humanities
88.1Full Macro-F1RidgeFT
Evaluation results
| Method | Links | |
|---|---|---|
| RidgeFTBackbone=RoBERTa-base, New Model=GPT-3.52026.06 | 88.1 | |
| RidgeFTBackbone=RoBERTa-base, New Model=Mixtral2026.06 | 87.6 | |
| RidgeFTBackbone=DeBERTa-base, New Model=GPT-3.52026.06 | 87.3 | |
| RidgeFTBackbone=DeBERTa-base, New Model=Moonshot2026.06 | 87.2 | |
| RidgeFTBackbone=DeBERTa-base, New Model=Mixtral2026.06 | 87 | |
| RidgeFTBackbone=RoBERTa-base, New Model=GPT-4o-mini2026.06 | 86.8 | |
| RidgeFTBackbone=DeBERTa-base, New Model=GPT-4o-mini2026.06 | 86.8 | |
| RidgeFTBackbone=DeBERTa-base, New Model=Average2026.06 | 86.8 | |
| RidgeFTBackbone=RoBERTa-base, New Model=Average2026.06 | 86.7 | |
| RidgeFTBackbone=RoBERTa-base, New Model=Moonshot2026.06 | 86.2 | |
| RidgeFTBackbone=DeBERTa-base, New Model=Llama-3.12026.06 | 85.6 | |
| RidgeFTBackbone=RoBERTa-base, New Model=Llama-3.12026.06 | 85.1 |