Metric: Micro-F1 (higher is better)
| # | Model↕ | Micro-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SlotGAT | 66.83 | No | SlotGAT: Slot-based Message Passing for Heteroge... | 2024-05-03 | Code |
| 2 | RpHGNN | 66.55 | No | Efficient Heterogeneous Graph Learning via Rando... | 2023-10-23 | Code |
| 3 | Simple-HGN | 66.29 | No | Are we really making much progress? Revisiting, ... | 2021-12-30 | Code |
| 4 | SeHGNN | 63.41 | No | Simple and Efficient Heterogeneous Graph Neural ... | 2022-07-06 | Code |
| 5 | NARS | 63.26 | No | Scalable Graph Neural Networks for Heterogeneous... | 2020-11-19 | Code |
| 6 | HGT | 60.51 | No | Heterogeneous Graph Transformer | 2020-03-03 | Code |
| 7 | GCN | 60.23 | No | Semi-Supervised Classification with Graph Convol... | 2016-09-09 | Code |
| 8 | RGCN | 58.33 | No | Modeling Relational Data with Graph Convolutiona... | 2017-03-17 | Code |