Graph Classification on MNIST-75SP (test)
96.24AccuracyGIN+GSAT
Evaluation results
| Method | Links | |
|---|---|---|
| GIN+GSATBackbone=GIN2022.01 | 96.24 | |
| GIN+GSAT*Backbone=GIN, fine-tuning=true2022.01 | 96.21 | |
| GINBackbone=GIN2022.01 | 95.74 | |
| PNA+GSATBackbone=PNA2022.01 | 93.96 | |
| IB-SUBGRAPHBackbone=GIN2022.01 | 93.1 | |
| PNA+GSAT*Backbone=PNA, fine-tuning=true2022.01 | 92.38 | |
| DIRBackbone=GIN2022.01 | 88.51 | |
| TopKPoolBackbone=GIN2023.03 | 87.9 | |
| AttentionBackbone=GIN2023.03 | 87.8 | |
| LiSABackbone=GIN2023.03 | 87.6 | |
| IRMBackbone=GIN2023.03 | 87.5 | |
| PNA (NO SCALARS)Backbone=PNA2022.01 | 87.2 | |
| V-RexBackbone=GIN2023.03 | 86.8 | |
| GIBBackbone=GIN2023.03 | 86.5 | |
| ERMBackbone=GIN2023.03 | 86.2 | |
| DIRBackbone=GIN2023.03 | 81.2 |