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Few-shot Graph Learning Explainability on Wisconsin (2% labeling ratio)
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2.29
Explainability Performance
LIME
1.0108
1.3429
1.675
2.0071
Mar 2, 2026
Explainability Performance
Updated 1mo ago
Evaluation Results
Method
Method
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Explainability Performance
LIME
Ratio (%)=2
2026.03
2.29
BAED + gbp
Ratio (%)=2
2026.03
2.19
LP
Ratio (%)=2
2026.03
2.17
LN-L
Ratio (%)=2
2026.03
2.1
BAED + gnnexp
Ratio (%)=2
2026.03
2.09
BAED + inpgrad
Ratio (%)=2
2026.03
2.06
BAED + IG
Ratio (%)=2
2026.03
2.04
BAED + deconv
Ratio (%)=2
2026.03
1.97
DW
Ratio (%)=2
2026.03
1.89
GE-L
Ratio (%)=2
2026.03
1.73
BAED + SM
Ratio (%)=2
2026.03
1.38
BAED + pgexp
Ratio (%)=2
2026.03
1.06
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