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Few-shot Graph Learning Explainability on Wisconsin (3% labeling ratio)
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6.75
Explainability Performance
LIME
0.3748
2.0299
3.685
5.3401
Mar 2, 2026
Explainability Performance
Updated 1mo ago
Evaluation Results
Method
Method
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Explainability Performance
LIME
Ratio (%)=3
2026.03
6.75
LP
Ratio (%)=3
2026.03
0.81
DW
Ratio (%)=3
2026.03
0.75
BAED + IG
Ratio (%)=3
2026.03
0.72
LN-L
Ratio (%)=3
2026.03
0.71
BAED + SM
Ratio (%)=3
2026.03
0.69
BAED + inpgrad
Ratio (%)=3
2026.03
0.68
BAED + gbp
Ratio (%)=3
2026.03
0.68
GE-L
Ratio (%)=3
2026.03
0.67
BAED + gnnexp
Ratio (%)=3
2026.03
0.66
BAED + deconv
Ratio (%)=3
2026.03
0.66
BAED + pgexp
Ratio (%)=3
2026.03
0.62
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