Clickbait Detection on Clickbait Detection (test)
91AccuracyOpenAI emb (1000d) + Features
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OpenAI emb (1000d) + FeaturesClassifier=XGBoost2026.02 | 91 | 92.2 | 89.6 | 90.9 | 96.9 | |
| OpenAI emb (3072d)Classifier=XGBoost2026.02 | 86.6 | 87.7 | 85.1 | 86.4 | 93.8 | |
| Gemini-3 FlashMode=Few-shot2026.02 | 84 | 84 | 84 | 84 | — | |
| TF-IDF (raw)Classifier=Random Forest2026.02 | 83.2 | 84.2 | 81.6 | 82.9 | 90.6 | |
| Word2Vec (Google)Classifier=XGBoost2026.02 | 83.2 | 84 | 81.8 | 82.9 | 90.8 | |
| GloVe (100d)Classifier=XGBoost2026.02 | 83.2 | 84 | 81.8 | 82.9 | 90.8 | |
| RoBERTa (HF fine-tuned)2026.02 | 83.2 | 79.5 | 89.4 | 84.2 | 91 | |
| Gemini-3 FlashMode=One-shot2026.02 | 83 | 84 | 83 | 83 | — | |
| GPT-4o-miniMode=Few-shot2026.02 | 82 | 82 | 82 | 82 | — | |
| TF-IDF (raw)Classifier=Centroid2026.02 | 78.6 | 88.4 | 65.9 | 75.5 | — | |
| GPT-4o-miniMode=Zero-shot2026.02 | 72 | 76 | 72 | 71 | — |