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Few-shot Graph Learning Explainability on Pubmed (2% labeling ratio)
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61.42
Explainability Performance
LIME
21.796
32.083
42.37
52.657
Mar 2, 2026
Explainability Performance
Updated 1mo ago
Evaluation Results
Method
Method
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Explainability Performance
LIME
Ratio (%)=2
2026.03
61.42
BAED + pgexp
Ratio (%)=2
2026.03
34.18
DW
Ratio (%)=2
2026.03
33.71
LN-L
Ratio (%)=2
2026.03
33.07
GE-L
Ratio (%)=2
2026.03
26.74
BAED + SM
Ratio (%)=2
2026.03
25.12
BAED + IG
Ratio (%)=2
2026.03
25.07
BAED + gnnexp
Ratio (%)=2
2026.03
24.97
BAED + inpgrad
Ratio (%)=2
2026.03
24.42
BAED + gbp
Ratio (%)=2
2026.03
24.15
LP
Ratio (%)=2
2026.03
24.12
BAED + deconv
Ratio (%)=2
2026.03
23.32
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