Few-shot Graph Learning Explainability on DBLP 2% labeling ratio
3.3435Explainability PerformanceLIME
Evaluation results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=22026.03 | 3.3435 | |
| LN-LRatio (%)=22026.03 | 2.4608 | |
| DWRatio (%)=22026.03 | 2.4597 | |
| BAED + pgexpRatio (%)=22026.03 | 2.2744 | |
| BAED + gnnexpRatio (%)=22026.03 | 2.2239 | |
| GE-LRatio (%)=22026.03 | 2.1678 | |
| LPRatio (%)=22026.03 | 2.1474 | |
| BAED + gbpRatio (%)=22026.03 | 2.0753 | |
| BAED + inpgradRatio (%)=22026.03 | 2.0712 | |
| BAED + IGRatio (%)=22026.03 | 2.0651 | |
| BAED + deconvRatio (%)=22026.03 | 2.0647 | |
| BAED + SMRatio (%)=22026.03 | 2.0111 |