Few-shot Graph Learning Explainability on Wiki (2% labeling ratio)
1.2877Explainability PerformanceLIME
Evaluation Results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=22026.03 | 1.2877 | |
| LN-LRatio (%)=22026.03 | 1.1236 | |
| DWRatio (%)=22026.03 | 1.1226 | |
| BAED + gnnexpRatio (%)=22026.03 | 1.1173 | |
| BAED + inpgradRatio (%)=22026.03 | 1.1143 | |
| BAED + gbpRatio (%)=22026.03 | 1.1143 | |
| BAED + deconvRatio (%)=22026.03 | 1.1139 | |
| BAED + IGRatio (%)=22026.03 | 1.113 | |
| BAED + SMRatio (%)=22026.03 | 1.1113 | |
| BAED + pgexpRatio (%)=22026.03 | 1.0943 | |
| GE-LRatio (%)=22026.03 | 1.0835 |