Scalable and Adaptive Graph Neural Networks with Self-Label-Enhanced training

Benchmark Model Rank Results
node-property-prediction-on-ogbn-magNARS_SAGN+SLE#13Test Accuracy: 0.5440 ± 0.0015Ext. data: No
node-property-prediction-on-ogbn-papers100mSAGN+SLE (4 stages)#4Test Accuracy: 0.6830 ± 0.0008Ext. data: No
node-property-prediction-on-ogbn-papers100mSAGN+SLE#8Test Accuracy: 0.6800 ± 0.0015Ext. data: No
node-property-prediction-on-ogbn-papers100mSAGN#12Test Accuracy: 0.6675 ± 0.0084Ext. data: No
node-property-prediction-on-ogbn-productsSAGN+SLE (4 stages)+C&S#15Test Accuracy: 0.8485 ± 0.0010Ext. data: No
node-property-prediction-on-ogbn-productsSAGN+SLE (4 stages)#16Test Accuracy: 0.8468 ± 0.0012Ext. data: No
node-property-prediction-on-ogbn-productsSAGN+SLE#20Test Accuracy: 0.8428 ± 0.0014Ext. data: No
node-property-prediction-on-ogbn-productsSAGN#34Test Accuracy: 0.8120 ± 0.0007Ext. data: No