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Benchmarks
Drift Detection and Model Selection on STAGGER
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0.99
Kappa
ER
0.3868
0.5434
0.7
0.8566
Mar 11, 2026
Kappa
C-F1 Score
Runtime (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Kappa
C-F1 Score
Runtime (s)
ER
Framework=ER
2026.03
0.99
98
270.69
ARF
Framework=ARF
2026.03
0.99
50
957.12
ER
Representation=ER
2026.03
0.98
98
-
FiCSUM
Framework=FiCSUM
2026.03
0.98
96
3,581.32
S-MI
Representation=S-MI
2026.03
0.97
94
-
FiCSUM
Representation=FiCSUM
2026.03
0.97
91
-
HTCD
Framework=HTCD
2026.03
0.95
11
321.01
DWM
Framework=DWM
2026.03
0.91
50
133.46
RCD
Framework=RCD
2026.03
0.82
20
10,198.77
U-MI
Representation=U-MI
2026.03
0.41
48
-
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