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Benchmarks
Drift Detection and Model Selection on CMC
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0.4
Kappa (κ)
ARF
0.1608
0.2229
0.285
0.3471
Mar 11, 2026
Kappa (κ)
C-F1 Score
Runtime (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Kappa (κ)
C-F1 Score
Runtime (s)
ARF
Framework=ARF
2026.03
0.4
67
90.58
FiCSUM
Framework=FiCSUM
2026.03
0.3
80
137.7
FiCSUM
Representation=FiCSUM
2026.03
0.27
76
-
U-MI
Representation=U-MI
2026.03
0.25
80
-
HTCD
Framework=HTCD
2026.03
0.23
45
21.07
S-MI
Representation=S-MI
2026.03
0.22
61
-
ER
Representation=ER
2026.03
0.21
56
-
ER
Framework=ER
2026.03
0.2
62
17.4
DWM
Framework=DWM
2026.03
0.19
67
13.64
RCD
Framework=RCD
2026.03
0.17
45
402.13
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