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Benchmarks
Drift Detection on COVID-19 social media dataset (test)
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100
Detection Rate
Our Zero-Training Method
22
42.25
62.5
82.75
Nov 30, 2025
Detection Rate
Sensitivity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Detection Rate
Sensitivity
Our Zero-Training Method
Complexity=O(n)
2025.11
100
-
TF-IDF Centroid Drift
Complexity=O(n²)
2025.11
75
-
MMD Distribution
Complexity=O(n²)
2025.11
75
-
Clustering Drift
Complexity=O(n²)
2025.11
75
-
Sentence Transformer
Complexity=O(n²)
2025.11
25
-
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