Graph Classification on REDDIT-5K (test)
59.5AccuracyWKPI-kC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WKPI-kCvariant=kC2019.04 | 59.5 | — | |
| WKPI-KMvariant=KM2019.04 | 59.1 | — | |
| GIN2019.04 | 57.5 | — | |
| PXGL-GNNlearning_mode=supervised2025.12 | 57.36 | — | |
| ICLlearning_mode=supervised2025.12 | 56.21 | — | |
| RetGK2019.04 | 56.1 | — | |
| SANlearning_mode=supervised2025.12 | 55.49 | — | |
| S2GAElearning_mode=supervised2025.12 | 54.53 | — | |
| SAGNNlearning_mode=supervised2025.12 | 54.11 | — | |
| SubGNNlearning_mode=supervised2025.12 | 53.27 | — | |
| DGCNNlearning_mode=supervised2025.12 | 53.18 | — | |
| GINlearning_mode=supervised2025.12 | 52.48 | — | |
| 2D CNN2017.07 | 52.11 | 2.24 | |
| GRAPHSAGElearning_mode=supervised2025.12 | 51.65 | — | |
| DiffPoollearning_mode=supervised2025.12 | 51.39 | — | |
| WL2019.04 | 51.2 | — | |
| WL2017.07 | 50.77 | 2.02 | |
| PSCNk=102017.07 | 49.1 | 0.7 | |
| PSCN2019.04 | 49.1 | — | |
| FGSD2019.04 | 47.8 | — | |
| DGK2019.04 | 41.3 | — | |
| Deep GK2017.07 | 41.27 | 0.18 | |
| Graphlet2017.07 | 39.75 | 1.36 |