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Few-shot Graph Learning Explainability on CoauthorCS (2% labeling ratio)
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3.8289
Explainability Performance
LIME
3.063044
3.261872
3.4607
3.659528
Mar 2, 2026
Explainability Performance
Updated 1mo ago
Evaluation Results
Method
Method
Links
Explainability Performance
LIME
Ratio (%)=2
2026.03
3.8289
DW
Ratio (%)=2
2026.03
3.4937
LN-L
Ratio (%)=2
2026.03
3.4823
BAED + pgexp
Ratio (%)=2
2026.03
3.4579
LP
Ratio (%)=2
2026.03
3.3691
GE-L
Ratio (%)=2
2026.03
3.3208
BAED + gnnexp
Ratio (%)=2
2026.03
3.2164
BAED + deconv
Ratio (%)=2
2026.03
3.118
BAED + gbp
Ratio (%)=2
2026.03
3.1178
BAED + SM
Ratio (%)=2
2026.03
3.1122
BAED + IG
Ratio (%)=2
2026.03
3.1072
BAED + inpgrad
Ratio (%)=2
2026.03
3.0925
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