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Unsupervised Counterfactual Explanation on Cora
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91.1
Validity
UNR-Explainer
18.196
37.123
56.05
74.977
May 17, 2026
Validity
Importance
Probability of Necessity
Size
Updated 15d ago
Evaluation Results
Method
Method
Links
Validity
Importance
Probability of Necessity
Size
UNR-Explainer
2026.05
91.1
96
5.1
3.8
1hop-3N
2026.05
42.8
65.9
2.1
2
RW-G w/ Restart
2026.05
32.7
61.4
1.9
3.8
RW-G
2026.05
26.5
54.4
1.9
3.6
k-NN graph
2026.05
25.3
59.3
1.9
3.3
Taxonomy induction
2026.05
24.3
54.8
2.3
9.7
TAGE
2026.05
23.2
48.2
1.6
5.4
1hop-2N
2026.05
21
46.5
0.6
1
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