PGDN Classification on NRD 2024
97.46AccuracyCoSENT + MLP + RF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CoSENT + MLP + RFfeatures=Hybrid textual and numerical features, system_name=Real-PGDN2025.11 | 97.46 | 97.88 | 94.74 | 96.28 | |
| RFfeatures=Numerical features only (No Title)2025.11 | 96.17 | 96.06 | 92.41 | 94.19 | |
| CoSENT + MLP + DTfeatures=Hybrid textual and numerical features2025.11 | 94.73 | 93.12 | 91.21 | 92.13 | |
| CoSENT + MLPfeatures=Textual features (Title)2025.11 | 93.89 | 90.86 | 91.86 | 91.35 | |
| DTfeatures=Numerical features only (No Title)2025.11 | 90.64 | 85.61 | 87.55 | 86.53 | |
| CoSENT + MLP + SVMfeatures=Hybrid textual and numerical features2025.11 | 87.26 | 83.91 | 77.15 | 80.38 | |
| SVMfeatures=Numerical features only (No Title)2025.11 | 85.95 | 82.25 | 75.87 | 78.93 |