Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OGC | 77.5 | No | From Cluster Assumption to Graph Convolution: Gr... | 2023-09-24 | Code |
| 2 | GEM | 74.2 | No | Graph Entropy Minimization for Semi-supervised N... | 2023-05-31 | Code |
| 3 | GGCM | 74.2 | No | From Cluster Assumption to Graph Convolution: Gr... | 2023-09-24 | Code |
| 4 | SSGC | 73.6 | No | - | - | Code |
| 5 | OKDEEM | 73.53 | No | Graph Entropy Minimization for Semi-supervised N... | 2023-05-31 | Code |
| 6 | DSGCN | 73.3 | No | Bridging the Gap Between Spectral and Spatial Do... | 2020-03-26 | Code |
| 7 | EEM | 72.63 | No | Graph Entropy Minimization for Semi-supervised N... | 2023-05-31 | Code |
| 8 | GraphSAGE | 67.2 | No | Inductive Representation Learning on Large Graphs | 2017-06-07 | Code |
| 9 | MPNN | 64 | No | Neural Message Passing for Quantum Chemistry | 2017-04-04 | Code |