Few-shot Graph Learning Explainability on CoauthorCS (3% labeling ratio)
4.5408Explainability ScoreLIME
Evaluation Results
| Method | Links | |
|---|---|---|
| LIMERatio (%)=32026.03 | 4.5408 | |
| DWRatio (%)=32026.03 | 3.9526 | |
| BAED + pgexpRatio (%)=32026.03 | 3.9522 | |
| LN-LRatio (%)=32026.03 | 3.9348 | |
| LPRatio (%)=32026.03 | 3.7195 | |
| GE-LRatio (%)=32026.03 | 3.5954 | |
| BAED + gnnexpRatio (%)=32026.03 | 3.5206 | |
| BAED + deconvRatio (%)=32026.03 | 3.2006 | |
| BAED + gbpRatio (%)=32026.03 | 3.1993 | |
| BAED + IGRatio (%)=32026.03 | 3.1666 | |
| BAED + SMRatio (%)=32026.03 | 3.1606 | |
| BAED + inpgradRatio (%)=32026.03 | 3.1432 |