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Benchmarks
Drift Detection and Model Selection on HPLANE-U
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0.48
Kappa Statistic
ARF
0.0432
0.1566
0.27
0.3834
Mar 11, 2026
Kappa Statistic
C-F1 Score
Runtime (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Kappa Statistic
C-F1 Score
Runtime (s)
ARF
Framework=ARF
2026.03
0.48
29
2,208.43
U-MI
Representation=U-MI
2026.03
0.44
95
-
FiCSUM
Representation=FiCSUM
2026.03
0.44
75
-
ER
Representation=ER
2026.03
0.43
31
-
S-MI
Representation=S-MI
2026.03
0.42
28
-
HTCD
Framework=HTCD
2026.03
0.42
18
508.45
DWM
Framework=DWM
2026.03
0.42
29
336.43
FiCSUM
Framework=FiCSUM
2026.03
0.42
78
11,928.28
ER
Framework=ER
2026.03
0.41
34
477.18
RCD
Framework=RCD
2026.03
0.06
27
8,220.22
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