Provider Identification (6-way) on RedNote-Vibe
50.73PrecisionPLAD-XGBoost
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PLAD-XGBoostClassifier=XGBoost2025.09 | 50.73 | 48.77 | 53.3 | |
| PLAD-CatBoostClassifier=CatBoost2025.09 | 50.06 | 47.34 | 51.89 | |
| LLM-Idiosyncrasies2025.09 | 49.81 | 45.71 | 49.96 | |
| POGER2025.09 | 45.41 | 44.68 | 47.16 | |
| Sniffer2025.09 | 44.39 | 42.88 | 45.65 | |
| BERTFine-tuned=true2025.09 | 44.38 | 42.41 | 50.47 | |
| ALBERTFine-tuned=true2025.09 | 41.98 | 40.61 | 44.34 | |
| Ullah et al.2025.09 | 41.05 | 41.04 | 46.41 | |
| Binoculars2025.09 | 40.48 | 39.14 | 43.72 | |
| RoBERTaFine-tuned=true2025.09 | 38.22 | 40.2 | 47.64 | |
| StyloAI2025.09 | 37.33 | 37.24 | 41.21 |