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Few-shot Graph Learning Explainability on DBLP (3% labeling ratio)
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3.5998
Explainability Score
LIME
1.72676
2.21303
2.6993
3.18557
Mar 2, 2026
Explainability Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Explainability Score
LIME
Ratio (%)=3
2026.03
3.5998
LN-L
Ratio (%)=3
2026.03
2.634
BAED + pgexp
Ratio (%)=3
2026.03
2.6148
DW
Ratio (%)=3
2026.03
2.6125
LP
Ratio (%)=3
2026.03
2.1919
GE-L
Ratio (%)=3
2026.03
2.1348
BAED + gnnexp
Ratio (%)=3
2026.03
2.05
BAED + SM
Ratio (%)=3
2026.03
1.8778
BAED + gbp
Ratio (%)=3
2026.03
1.8513
BAED + deconv
Ratio (%)=3
2026.03
1.848
BAED + IG
Ratio (%)=3
2026.03
1.8245
BAED + inpgrad
Ratio (%)=3
2026.03
1.7988
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