Few-shot Graph Learning Explainability on CoauthorCS (2% labeling ratio)
3.8289Explainability PerformanceLIME
Evaluation Results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=22026.03 | 3.8289 | |
| DWRatio (%)=22026.03 | 3.4937 | |
| LN-LRatio (%)=22026.03 | 3.4823 | |
| BAED + pgexpRatio (%)=22026.03 | 3.4579 | |
| LPRatio (%)=22026.03 | 3.3691 | |
| GE-LRatio (%)=22026.03 | 3.3208 | |
| BAED + gnnexpRatio (%)=22026.03 | 3.2164 | |
| BAED + deconvRatio (%)=22026.03 | 3.118 | |
| BAED + gbpRatio (%)=22026.03 | 3.1178 | |
| BAED + SMRatio (%)=22026.03 | 3.1122 | |
| BAED + IGRatio (%)=22026.03 | 3.1072 | |
| BAED + inpgradRatio (%)=22026.03 | 3.0925 |