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Graph Counterfactual Explanation on BA-3Motifs 3Classes
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100
Validity
Random
46.96
60.73
74.5
88.27
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
64
1
-
GCFEx
2026.06
100
-
1.44
32.48
D4Ex
2026.06
100
77
1
2.12
RSGG-CE
2026.06
100
80
8.37
-
DR-CFGNN
Denoising=False, Optim...
2026.06
100
83
1.15
1.87
DR-CFGNN
Denoising=False, Optim...
2026.06
100
82
1.15
-
DR-CFGNN
Denoising=True, Optimi...
2026.06
99
82
1.15
2.21
DR-CFGNN
Denoising=True, Optimi...
2026.06
99
81
1.15
-
GIST
2026.06
73
55
29.86
-
CF²
2026.06
49
79
1.8
-
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