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Graph Counterfactual Explanation on BA-4Motifs
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100
Validity
Random
59.44
69.97
80.5
91.03
Jun 20, 2026
Validity
Fidelity
Explanation Size
Explanation Size (1st CF)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Validity
Fidelity
Explanation Size
Explanation Size (1st CF)
Random
2026.06
100
78
1.24
-
GCFEx
2026.06
100
-
1
29.66
D4Ex
2026.06
100
89
5.77
22.91
RSGG-CE
2026.06
100
80
4.29
-
GIST
2026.06
79
75
31.09
-
DR-CFGNN
Denoising=False, Optim...
2026.06
78
85
1.66
-
DR-CFGNN
Denoising=True, Optimi...
2026.06
78
85
1.63
-
DR-CFGNN
Denoising=True, Optimi...
2026.06
72
85
1.53
2.49
DR-CFGNN
Denoising=False, Optim...
2026.06
71
85
1.6
2.66
CF²
2026.06
61
95
6.82
-
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