Few-shot Graph Learning Explainability on Wiki (3% labeling ratio)
1.4895Explainability PerformanceLIME
Evaluation Results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=32026.03 | 1.4895 | |
| LN-LRatio (%)=32026.03 | 1.1803 | |
| DWRatio (%)=32026.03 | 1.1797 | |
| BAED + pgexpRatio (%)=32026.03 | 1.1787 | |
| BAED + SMRatio (%)=32026.03 | 1.1781 | |
| BAED + inpgradRatio (%)=32026.03 | 1.1781 | |
| BAED + gnnexpRatio (%)=32026.03 | 1.177 | |
| BAED + IGRatio (%)=32026.03 | 1.1639 | |
| BAED + gbpRatio (%)=32026.03 | 1.1574 | |
| GE-LRatio (%)=32026.03 | 1.1485 | |
| BAED + deconvRatio (%)=32026.03 | 1.1386 |