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GNN Explanation on BA-shapes, Tree-Grid, and BA-2motifs Average (test)
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0.0003
Inference Time (s/node)
Random Exp.
-1.522248
8.754951
19.03215
29.309349
Jun 17, 2026
Inference Time (s/node)
Training Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Inference Time (s/node)
Training Time (s)
Random Exp.
Hardware=NVIDIA A100 G...
2026.06
0.0003
-
PGExplainer
Hardware=NVIDIA A100 G...
2026.06
0.0025
88.2
InputXGradient
Hardware=NVIDIA A100 G...
2026.06
0.214
-
IntegratedGradient
Hardware=NVIDIA A100 G...
2026.06
0.258
-
CIExplainer
Hardware=NVIDIA A100 G...
2026.06
0.553
-
GNNExplainer
Hardware=NVIDIA A100 G...
2026.06
1.314
-
SubgraphX
Hardware=NVIDIA A100 G...
2026.06
7.866
-
Shapley Values
Hardware=NVIDIA A100 G...
2026.06
38.064
-
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