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Explainability on Pubmed
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0.258
Faithfulness (KL distance)
IG
0.24388
0.33919
0.4345
0.52981
Mar 2, 2026
Faithfulness (KL distance)
Improvement (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Faithfulness (KL distance)
Improvement (%)
IG
Category=BAED-enabled...
2026.03
0.258
3
deconv
Category=BAED-enabled...
2026.03
0.261
3
inpgrad
Category=BAED-enabled...
2026.03
0.264
3
LP
Category=Non-GNN-based...
2026.03
0.266
-
gbp
Category=BAED-enabled...
2026.03
0.268
3
SM
Category=BAED-enabled...
2026.03
0.273
3
GE-L
Category=Non-GNN-based...
2026.03
0.287
-
gnnexp
Category=BAED-enabled...
2026.03
0.289
3
LN-L
Category=Non-GNN-based...
2026.03
0.376
-
DW
Category=Non-GNN-based...
2026.03
0.384
-
pgexp
Category=BAED-enabled...
2026.03
0.393
3
LIME
Category=Non-GNN-based...
2026.03
0.611
-
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