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Few-shot Graph Learning Explainability on Pubmed (3% labeling ratio)
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61.08
Explainability Score
LIME
24.3992
33.9221
43.445
52.9679
Mar 2, 2026
Explainability Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Explainability Score
LIME
Ratio (%)=3
2026.03
61.08
BAED + pgexp
Ratio (%)=3
2026.03
39.27
DW
Ratio (%)=3
2026.03
38.41
LN-L
Ratio (%)=3
2026.03
37.64
BAED + gnnexp
Ratio (%)=3
2026.03
28.9
GE-L
Ratio (%)=3
2026.03
28.68
BAED + SM
Ratio (%)=3
2026.03
27.34
BAED + gbp
Ratio (%)=3
2026.03
26.85
LP
Ratio (%)=3
2026.03
26.56
BAED + inpgrad
Ratio (%)=3
2026.03
26.43
BAED + deconv
Ratio (%)=3
2026.03
26.08
BAED + IG
Ratio (%)=3
2026.03
25.81
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