Few-shot Graph Learning Explainability on DBLP (3% labeling ratio)
3.5998Explainability ScoreLIME
Evaluation results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=32026.03 | 3.5998 | |
| LN-LRatio (%)=32026.03 | 2.634 | |
| BAED + pgexpRatio (%)=32026.03 | 2.6148 | |
| DWRatio (%)=32026.03 | 2.6125 | |
| LPRatio (%)=32026.03 | 2.1919 | |
| GE-LRatio (%)=32026.03 | 2.1348 | |
| BAED + gnnexpRatio (%)=32026.03 | 2.05 | |
| BAED + SMRatio (%)=32026.03 | 1.8778 | |
| BAED + gbpRatio (%)=32026.03 | 1.8513 | |
| BAED + deconvRatio (%)=32026.03 | 1.848 | |
| BAED + IGRatio (%)=32026.03 | 1.8245 | |
| BAED + inpgradRatio (%)=32026.03 | 1.7988 |