Graph-level classification on STL-10 (test)
0.765AccuracyParaFormer
Evaluation results
| Method | Links | |
|---|---|---|
| ParaFormerNumber of labels=10002025.12 | 0.765 | |
| DIFFomer-sNumber of labels=10002025.12 | 0.764 | |
| DIFFomer-aNumber of labels=10002025.12 | 0.753 | |
| GLCNNumber of labels=10002025.12 | 0.743 | |
| ParaFormerNumber of labels=5002025.12 | 0.743 | |
| ManiRegNumber of labels=10002025.12 | 0.742 | |
| GAT-kNNNumber of labels=10002025.12 | 0.739 | |
| GCN-kNNNumber of labels=10002025.12 | 0.737 | |
| DIFFomer-sNumber of labels=5002025.12 | 0.737 | |
| DIFFomer-aNumber of labels=5002025.12 | 0.729 | |
| LPNumber of labels=10002025.12 | 0.727 | |
| ManiRegNumber of labels=5002025.12 | 0.725 | |
| GLCNNumber of labels=5002025.12 | 0.724 | |
| GCN-kNNNumber of labels=5002025.12 | 0.721 | |
| GAT-kNNNumber of labels=5002025.12 | 0.72 | |
| LPNumber of labels=5002025.12 | 0.718 | |
| ParaFormerNumber of labels=1002025.12 | 0.685 | |
| DIFFomer-sNumber of labels=1002025.12 | 0.678 | |
| GCN-kNNNumber of labels=1002025.12 | 0.669 | |
| DIFFomer-aNumber of labels=1002025.12 | 0.668 | |
| ManiRegNumber of labels=1002025.12 | 0.665 | |
| GAT-kNNNumber of labels=1002025.12 | 0.665 | |
| GLCNNumber of labels=1002025.12 | 0.664 | |
| LPNumber of labels=1002025.12 | 0.652 |