Few-shot Graph Learning Explainability on Wisconsin (2% labeling ratio)
2.29Explainability PerformanceLIME
Evaluation Results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=22026.03 | 2.29 | |
| BAED + gbpRatio (%)=22026.03 | 2.19 | |
| LPRatio (%)=22026.03 | 2.17 | |
| LN-LRatio (%)=22026.03 | 2.1 | |
| BAED + gnnexpRatio (%)=22026.03 | 2.09 | |
| BAED + inpgradRatio (%)=22026.03 | 2.06 | |
| BAED + IGRatio (%)=22026.03 | 2.04 | |
| BAED + deconvRatio (%)=22026.03 | 1.97 | |
| DWRatio (%)=22026.03 | 1.89 | |
| GE-LRatio (%)=22026.03 | 1.73 | |
| BAED + SMRatio (%)=22026.03 | 1.38 | |
| BAED + pgexpRatio (%)=22026.03 | 1.06 |