Graph Classification on SPURIOUS-MOTIF b=0.9 (test)
61.49AccuracyPNA+GSAT*
Evaluation results
| Method | Links | |
|---|---|---|
| PNA+GSAT*Backbone=PNA, fine-tuning=true2022.01 | 61.49 | |
| PNA (NO SCALARS)Backbone=PNA2022.01 | 61.4 | |
| PNA+GSATBackbone=PNA2022.01 | 57.01 | |
| IB-SUBGRAPHBackbone=GIN2022.01 | 46.19 | |
| GIN+GSATBackbone=GIN2022.01 | 44.22 | |
| GIN+GSAT*Backbone=GIN, fine-tuning=true2022.01 | 39.74 | |
| GINBackbone=GIN2022.01 | 38.57 | |
| DIRBackbone=GIN2022.01 | 37.61 |