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Benchmarks
Global counterfactual explanation selection for time-series clustering on SyntheticControl
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72.3
Effectiveness
Galactic-G (Optimal)
28.2664
39.6982
51.13
62.5618
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
Galactic-G (Optimal)
Selection Strategy=Opt...
2026.03
72.3
0.115
3.3
19
Galactic-G (Greedy)
Selection Strategy=Gre...
2026.03
72.3
0.106
3.3
19
Galactic-G (Hierarchical Greedy)
Selection Strategy=Gre...
2026.03
69.7
0.107
3.6
20
Galactic-G (Hierarchical)
Selection Strategy=Opt...
2026.03
69.5
0.11
3.5
19
GLOBE-CE*
Runtime=50
2026.03
68
0.28
6.5
50
Glacier-G*
Runtime=14.91
2026.03
29.96
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