Few-shot Graph Learning Explainability on Citeseer 2% labeling ratio
14.66Explainability ScoreLIME
Evaluation results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=22026.03 | 14.66 | |
| BAED + pgexpRatio (%)=22026.03 | 2.05 | |
| LN-LRatio (%)=22026.03 | 1.76 | |
| LPRatio (%)=22026.03 | 1.75 | |
| BAED + gnnexpRatio (%)=22026.03 | 1.74 | |
| DWRatio (%)=22026.03 | 1.72 | |
| BAED + inpgradRatio (%)=22026.03 | 1.48 | |
| BAED + SMRatio (%)=22026.03 | 1.45 | |
| BAED + gbpRatio (%)=22026.03 | 1.36 | |
| BAED + deconvRatio (%)=22026.03 | 1.36 | |
| BAED + IGRatio (%)=22026.03 | 1.3 | |
| GE-LRatio (%)=22026.03 | 1.29 |