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Graph Explanation Faithfulness Evaluation on RBGV (test)
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1
Test Accuracy
SMGNN
0.95
0.975
1
1.025
Jan 28, 2026
Test Accuracy
Test F1 Score
Rejection Ratio (Fid-)
Rejection Ratio (Suf)
Rejection Ratio (CF)
Rejection Ratio (RFid-)
Rejection Ratio (EST)
Updated 4mo ago
Evaluation Results
Method
Method
Links
Test Accuracy
Test F1 Score
Rejection Ratio (Fid-)
Rejection Ratio (Suf)
Rejection Ratio (CF)
Rejection Ratio (RFid-)
Rejection Ratio (EST)
SMGNN
Model=SMGNN
2026.01
1
0.98
0.01
0.76
0.14
0
0.01
GSAT
Model=GSAT
2026.01
1
0.99
0.01
0.78
0.13
0
0.01
DIR
Model=DIR
2026.01
1
0.98
0.01
0.93
0.57
0.01
0.01
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