Node Classification (Micro F1) on ogbn-proteins
76.28Micro F1ProNE
Evaluation Results
| Method | Links | |
|---|---|---|
| ProNE2023.11 | 76.28 | |
| DeepWalk2023.11 | 64.74 | |
| APTProtocol=freezing2023.11 | 62.29 | |
| APT-RProtocol=freezing2023.11 | 62.18 | |
| APTProtocol=fine-tuning2023.11 | 61.64 | |
| APT-L2Protocol=fine-tuning2023.11 | 60.85 | |
| APT-GProtocol=freezing2023.11 | 60.38 | |
| APT-PProtocol=freezing2023.11 | 60.32 | |
| APT-L2Protocol=freezing2023.11 | 60.23 | |
| APT-RProtocol=fine-tuning2023.11 | 60.1 | |
| GCCProtocol=fine-tuning, Initialization=pretrained2023.11 | 60.08 | |
| APT-GProtocol=fine-tuning2023.11 | 60.02 | |
| APT-PProtocol=fine-tuning2023.11 | 59.86 | |
| GCCProtocol=freezing2023.11 | 59.15 | |
| GCCProtocol=fine-tuning, Initialization=random2023.11 | 59.12 | |
| DGI2023.11 | 55.98 | |
| Random2023.11 | 52.69 |