Graph Classification on SPURIOUS-MOTIF b=0.5 (test)
69.72AccuracyPNA+GSAT*
Evaluation results
| Method | Links | |
|---|---|---|
| PNA+GSAT*Backbone=PNA, fine-tuning=true2022.01 | 69.72 | |
| PNA+GSATBackbone=PNA2022.01 | 68.74 | |
| PNA (NO SCALARS)Backbone=PNA2022.01 | 68.15 | |
| IB-SUBGRAPHBackbone=GIN2022.01 | 54.36 | |
| GIN+GSATBackbone=GIN2022.01 | 52.74 | |
| GIN+GSAT*Backbone=GIN, fine-tuning=true2022.01 | 46.62 | |
| DIRBackbone=GIN2022.01 | 45.49 | |
| GINBackbone=GIN2022.01 | 39.87 |