Graph Explanation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
97.6Fidelity (-)
82
Jun 4, 2026
83.2Explanation Accuracy
21
May 15, 2026
100Explanation Accuracy
20
Feb 26, 2026
100Explanation Accuracy
20
Feb 26, 2026
85.4Explanation Accuracy
20
Feb 26, 2026
93.4Fidelity (Negative)
18
Feb 26, 2026
99.4Fidelity -
18
Feb 26, 2026
0.796Fidelity+
13
Feb 26, 2026
0.993Edge AUC
8
Feb 26, 2026
0.756Fidelity+
7
Feb 26, 2026
0.627Fidelity+
7
Feb 26, 2026
0.765Fidelity+
7
Feb 26, 2026
0.09Fid+
6
Mar 24, 2026
0.615Fidelity+
6
Mar 24, 2026
0.211FID+
6
Mar 24, 2026
1Edge AUC
5
Feb 26, 2026
0.988Edge AUC
5
Feb 26, 2026
91Jaccard Index
4
May 20, 2026
0.96Jaccard Index
4
May 20, 2026
84Jaccard Index
4
May 20, 2026
80.06Coverage (Class 0)
3
Mar 18, 2026
47.86Class 0 Coverage
2
Mar 18, 2026
65.01FID
1
Mar 18, 2026
59.71FID Score
1
Mar 18, 2026
87.39FidD
1
Mar 18, 2026