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Benchmarks
Global counterfactual explanation selection for time-series clustering on CBF
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50.57
Effectiveness
Glacier-G*
25.0172
31.6511
38.285
44.9189
Mar 5, 2026
Effectiveness
Average Flipping Cost
Average Segments Changed
Average Timesteps Changed
Updated 1mo ago
Evaluation Results
Method
Method
Links
Effectiveness
Average Flipping Cost
Average Segments Changed
Average Timesteps Changed
Glacier-G*
Runtime=0.00
2026.03
50.57
-
-
-
Galactic-G (Optimal)
Selection Strategy=Opt...
2026.03
39.4
0.105
3.3
47
Galactic-G (Greedy)
Selection Strategy=Gre...
2026.03
39.4
0.105
3.3
47
Galactic-G (Hierarchical)
Selection Strategy=Opt...
2026.03
33.7
0.098
3.3
51
Galactic-G (Hierarchical Greedy)
Selection Strategy=Gre...
2026.03
33.7
0.094
3.3
51
GLOBE-CE*
Runtime=128
2026.03
26
0.186
7.1
128
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