Node Classification 벤치마크
Node Classification on MAG-scholar-C
Accuracy
- 2022-03-12 — FastGCN: Accuracy 64.3
- 2022-03-12 — PPRGo: Accuracy 72.9
- 2022-03-12 — GraphSAINT: Accuracy 75.0
- 2022-03-12 — GRAND+: Accuracy 80.0
| Rank | Model | Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | FastGCN | 64.3 | GRAND+: Scalable Graph Random Neural Networks | wzfhaha/grand-plus | 2022 |
| 2 | PPRGo | 72.9 | GRAND+: Scalable Graph Random Neural Networks | wzfhaha/grand-plus | 2022 |
| 3 | GraphSAINT | 75.0 | GRAND+: Scalable Graph Random Neural Networks | wzfhaha/grand-plus | 2022 |
| 4 | GRAND+ | 80.0 | GRAND+: Scalable Graph Random Neural Networks | wzfhaha/grand-plus | 2022 |