Few-shot Graph Learning Explainability on Pubmed (3% labeling ratio)
61.08Explainability ScoreLIME
Evaluation results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=32026.03 | 61.08 | |
| BAED + pgexpRatio (%)=32026.03 | 39.27 | |
| DWRatio (%)=32026.03 | 38.41 | |
| LN-LRatio (%)=32026.03 | 37.64 | |
| BAED + gnnexpRatio (%)=32026.03 | 28.9 | |
| GE-LRatio (%)=32026.03 | 28.68 | |
| BAED + SMRatio (%)=32026.03 | 27.34 | |
| BAED + gbpRatio (%)=32026.03 | 26.85 | |
| LPRatio (%)=32026.03 | 26.56 | |
| BAED + inpgradRatio (%)=32026.03 | 26.43 | |
| BAED + deconvRatio (%)=32026.03 | 26.08 | |
| BAED + IGRatio (%)=32026.03 | 25.81 |