Binary Classification on Pink Slime (PS) vs regular Local News (LN)
89.31AccuracyBERT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BERTFeature/Training Paradigm=fine-tuning2025.12 | 89.31 | 89.05 | |
| stella_en_400M_v5Feature/Training Paradigm=embedding +FC2025.12 | 88.18 | 88.11 | |
| XLNetFeature/Training Paradigm=fine-tuning2025.12 | 87.68 | 88.44 | |
| FlanT5Feature/Training Paradigm=fine-tuning2025.12 | 87.14 | 87.83 | |
| gte-base-en-1.5Feature/Training Paradigm=embedding +FC2025.12 | 84.81 | 85.56 | |
| all-miniLM-L6-v2Feature/Training Paradigm=embedding +FC2025.12 | 82.32 | 83.56 | |
| Random ForestFeature/Training Paradigm=Hand-crafted features2025.12 | 78.57 | 79.86 | |
| XGBoostFeature/Training Paradigm=Hand-crafted features2025.12 | 78 | 77.46 | |
| SVMFeature/Training Paradigm=Hand-crafted features2025.12 | 74.38 | 74.01 |