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Graph Explanation Faithfulness Evaluation on MNISTsp (test)
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93
Accuracy (Test)
GSAT
88.84
89.92
91
92.08
Jan 28, 2026
Accuracy (Test)
F1 Score (Test)
Rejection Ratio I (Fid-)
Rejection Ratio I (Suf)
Rejection Ratio I (CF)
Rejection Ratio I (RFid-)
Rejection Ratio I (EST)
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy (Test)
F1 Score (Test)
Rejection Ratio I (Fid-)
Rejection Ratio I (Suf)
Rejection Ratio I (CF)
Rejection Ratio I (RFid-)
Rejection Ratio I (EST)
GSAT
Model=GSAT
2026.01
93
99
1
35
7
15
5
SMGNN
Model=SMGNN
2026.01
90
99
1
75
93
1
1
DIR
Model=DIR
2026.01
89
99
22
86
93
1
7
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