Graph Classification on SPURIOUS-MOTIF b=0.7 (test)
67.31AccuracyPNA+GSAT*
Evaluation results
| Method | Links | |
|---|---|---|
| PNA+GSAT*Backbone=PNA, fine-tuning=true2022.01 | 67.31 | |
| PNA (NO SCALARS)Backbone=PNA2022.01 | 66.35 | |
| PNA+GSATBackbone=PNA2022.01 | 64.38 | |
| GIN+GSATBackbone=GIN2022.01 | 49.12 | |
| IB-SUBGRAPHBackbone=GIN2022.01 | 48.51 | |
| GIN+GSAT*Backbone=GIN, fine-tuning=true2022.01 | 41.26 | |
| DIRBackbone=GIN2022.01 | 41.13 | |
| GINBackbone=GIN2022.01 | 39.04 |