Few-shot Graph Learning Explainability on Cora (3% Labeling Ratio)
6.01Explainability ScoreLIME
Evaluation Results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=32026.03 | 6.01 | |
| BAED + pgexpRatio (%)=32026.03 | 1.83 | |
| BAED + gnnexpRatio (%)=32026.03 | 1.8 | |
| LN-LRatio (%)=32026.03 | 1.74 | |
| DWRatio (%)=32026.03 | 1.72 | |
| BAED + SMRatio (%)=32026.03 | 1.64 | |
| BAED + deconvRatio (%)=32026.03 | 1.55 | |
| GE-LRatio (%)=32026.03 | 1.53 | |
| BAED + gbpRatio (%)=32026.03 | 1.43 | |
| BAED + IGRatio (%)=32026.03 | 0.99 | |
| BAED + inpgradRatio (%)=32026.03 | 0.98 |