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Few-shot Graph Learning Explainability on CoauthorCS (3% labeling ratio)
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4.5408
Explainability Score
LIME
3.087296
3.464648
3.842
4.219352
Mar 2, 2026
Explainability Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Explainability Score
LIME
Ratio (%)=3
2026.03
4.5408
DW
Ratio (%)=3
2026.03
3.9526
BAED + pgexp
Ratio (%)=3
2026.03
3.9522
LN-L
Ratio (%)=3
2026.03
3.9348
LP
Ratio (%)=3
2026.03
3.7195
GE-L
Ratio (%)=3
2026.03
3.5954
BAED + gnnexp
Ratio (%)=3
2026.03
3.5206
BAED + deconv
Ratio (%)=3
2026.03
3.2006
BAED + gbp
Ratio (%)=3
2026.03
3.1993
BAED + IG
Ratio (%)=3
2026.03
3.1666
BAED + SM
Ratio (%)=3
2026.03
3.1606
BAED + inpgrad
Ratio (%)=3
2026.03
3.1432
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