Drift Detection on COVID-19 social media dataset (test)
100Detection RateOur Zero-Training Method
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Our Zero-Training MethodComplexity=O(n)2025.11 | 100 | — | |
| TF-IDF Centroid DriftComplexity=O(n²)2025.11 | 75 | — | |
| MMD DistributionComplexity=O(n²)2025.11 | 75 | — | |
| Clustering DriftComplexity=O(n²)2025.11 | 75 | — | |
| Sentence TransformerComplexity=O(n²)2025.11 | 25 | — |