Few-shot Graph Learning Explainability on Pubmed (2% labeling ratio)
61.42Explainability PerformanceLIME
Evaluation results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=22026.03 | 61.42 | |
| BAED + pgexpRatio (%)=22026.03 | 34.18 | |
| DWRatio (%)=22026.03 | 33.71 | |
| LN-LRatio (%)=22026.03 | 33.07 | |
| GE-LRatio (%)=22026.03 | 26.74 | |
| BAED + SMRatio (%)=22026.03 | 25.12 | |
| BAED + IGRatio (%)=22026.03 | 25.07 | |
| BAED + gnnexpRatio (%)=22026.03 | 24.97 | |
| BAED + inpgradRatio (%)=22026.03 | 24.42 | |
| BAED + gbpRatio (%)=22026.03 | 24.15 | |
| LPRatio (%)=22026.03 | 24.12 | |
| BAED + deconvRatio (%)=22026.03 | 23.32 |