Few-shot Graph Learning Explainability on Wisconsin (3% labeling ratio)
6.75Explainability PerformanceLIME
Evaluation Results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=32026.03 | 6.75 | |
| LPRatio (%)=32026.03 | 0.81 | |
| DWRatio (%)=32026.03 | 0.75 | |
| BAED + IGRatio (%)=32026.03 | 0.72 | |
| LN-LRatio (%)=32026.03 | 0.71 | |
| BAED + SMRatio (%)=32026.03 | 0.69 | |
| BAED + inpgradRatio (%)=32026.03 | 0.68 | |
| BAED + gbpRatio (%)=32026.03 | 0.68 | |
| GE-LRatio (%)=32026.03 | 0.67 | |
| BAED + gnnexpRatio (%)=32026.03 | 0.66 | |
| BAED + deconvRatio (%)=32026.03 | 0.66 | |
| BAED + pgexpRatio (%)=32026.03 | 0.62 |