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What metrics were used to measure the S3GRL (PoS Plus) model in the Simplifying Subgraph Representation Learning for Scalable Link Prediction paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the ELPH model in the paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the BUDDY model in the paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the Adamic Adar+Edge Proposal Set model in the Edge Proposal Sets for Link Prediction paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the SEAL-nofeat (val as input) model in the Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the Adamic Adar model in the paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the Common Neighbor model in the paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the SEAL-nofeat model in the Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the GraphSAGE (val as input) model in the Inductive Representation Learning on Large Graphs paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the NGNN + GraphSAGE model in the Network In Graph Neural Network paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the NGNN + GCN model in the Network In Graph Neural Network paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the DeeperGCN model in the DeeperGCN: All You Need to Train Deeper GCNs paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the LRGA + GCN model in the Global Attention Improves Graph Networks Generalization paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the DeepWalk model in the DeepWalk: Online Learning of Social Representations paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the Node2vec model in the node2vec: Scalable Feature Learning for Networks paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the GraphSAGE model in the Inductive Representation Learning on Large Graphs paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the GCN (val as input) model in the Semi-Supervised Classification with Graph Convolutional Networks paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the VQ-GNN (SAGE-Mean) model in the VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the GCN model in the Semi-Supervised Classification with Graph Convolutional Networks paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the VQ-GNN (GCN) model in the VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the VQ-GNN (GAT) model in the VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the Matrix Factorization model in the Open Graph Benchmark: Datasets for Machine Learning on Graphs paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the GraphSAGE (val as input) model in the Inductive Representation Learning on Large Graphs paper on the ogbl-collab dataset?
Test Hits@50, Ext. data, Validation Hits@50, Number of params
What metrics were used to measure the E2N model in the Edge2Node: Reducing Edge Prediction to Node Classification paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the ELGNN model in the Ensemble Learning for Graph Neural Networks paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the GIDN@YITU model in the GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the AGDN (AUC loss) model in the Adaptive Graph Diffusion Networks paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the PSG model in the Path-aware Siamese Graph Neural Network for Link Prediction paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the PLNLP model in the Pairwise Learning for Neural Link Prediction paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the GDNN model in the paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the GraphSAGE + Edge Attr model in the paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the CFLP (w/ JKNet) model in the Learning from Counterfactual Links for Link Prediction paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the GraphSAGE+anchor distance model in the Distance-Enhanced Graph Neural Network for Link Prediction paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the NeuralCommonNeighbor model in the Neural Common Neighbor with Completion for Link Prediction paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the ELPH model in the paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the DEA + JKNet model in the paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the BUDDY model in the paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the GraphSAGE+Edge Proposal Set model in the Edge Proposal Sets for Link Prediction paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the LRGA+GCN(Node2Vec+Augment) model in the paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the MAD Learning model in the Memory-Associated Differential Learning paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the LRGA + GCN model in the Global Attention Improves Graph Networks Generalization paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the GCN+JKNet model in the Semi-Supervised Classification with Graph Convolutional Networks paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the NGNN + GraphSAGE model in the Network In Graph Neural Network paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the NGNN + GCN model in the Network In Graph Neural Network paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the GraphSAGE model in the Inductive Representation Learning on Large Graphs paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the GCN model in the Semi-Supervised Classification with Graph Convolutional Networks paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the SEAL model in the Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the Node2vec model in the node2vec: Scalable Feature Learning for Networks paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the DeepWalk model in the DeepWalk: Online Learning of Social Representations paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the Adamic Adar model in the paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the Common Neighbor model in the paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the Matrix Factorization model in the Open Graph Benchmark: Datasets for Machine Learning on Graphs paper on the ogbl-ddi dataset?
Ext. data, Test Hits@20, Validation Hits@20, Number of params
What metrics were used to measure the CFG model in the Circle Feature Graphormer: Can Circle Features Stimulate Graph Transformer? paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the SIEG model in the paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the NGNN + SEAL model in the Network In Graph Neural Network paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the SUREL model in the Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the S3GRL (PoS Plus) model in the Simplifying Subgraph Representation Learning for Scalable Link Prediction paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the BUDDY model in the paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the SEAL model in the Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the AGDN w/GraphSAINT model in the Adaptive Graph Diffusion Networks paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the PLNLP model in the Pairwise Learning for Neural Link Prediction paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the Full-batch GCN model in the Semi-Supervised Classification with Graph Convolutional Networks paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the HPE - Pre-trained Initialized model in the paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the Full-batch GraphSAGE model in the Inductive Representation Learning on Large Graphs paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the NeighborSampling (SAGE aggr) model in the Inductive Representation Learning on Large Graphs paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the ClusterGCN (GCN aggr) model in the Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the GraphSAINT (GCN aggr) model in the GraphSAINT: Graph Sampling Based Inductive Learning Method paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the Node2vec model in the node2vec: Scalable Feature Learning for Networks paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the Adamic Adar model in the paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the Matrix Factorization model in the Open Graph Benchmark: Datasets for Machine Learning on Graphs paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the Common Neighbor model in the paper on the ogbl-citation2 dataset?
Ext. data, Test MRR, Validation MRR, Number of params
What metrics were used to measure the PAS+F2GNN model in the paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the ExpC*+bag of tricks model in the paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the GPS model in the Recipe for a General, Powerful, Scalable Graph Transformer paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the ExpC model in the Breaking the Expressive Bottlenecks of Graph Neural Networks paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the PAS model in the paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the DeeperGCN+FLAG model in the Robust Optimization as Data Augmentation for Large-scale Graphs paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the DeeperGCN model in the DeeperGCN: All You Need to Train Deeper GCNs paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the GC-T+MCL(6.0) model in the paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the GIN+virtual node+FLAG model in the Robust Optimization as Data Augmentation for Large-scale Graphs paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the GIN+virtual node model in the How Powerful are Graph Neural Networks? paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the GCN+virtual node+FLAG model in the Robust Optimization as Data Augmentation for Large-scale Graphs paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the GIN+FLAG model in the Robust Optimization as Data Augmentation for Large-scale Graphs paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the GIN model in the How Powerful are Graph Neural Networks? paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the GCN+virtual node model in the Semi-Supervised Classification with Graph Convolutional Networks paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the GCN model in the Semi-Supervised Classification with Graph Convolutional Networks paper on the ogbg-ppa dataset?
Ext. data, Test Accuracy, Validation Accuracy, Number of params
What metrics were used to measure the HIG(pre-trained on PCQM4M) model in the paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the Graphormer model in the Do Transformers Really Perform Bad for Graph Representation? paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the Graphormer (pre-trained on PCQM4M) model in the Do Transformers Really Perform Bad for Graph Representation? paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the PDF model in the Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the PAS model in the paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the Nested GIN+virtual node (ensemble) model in the Nested Graph Neural Networks paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the Nested GIN+virtual node (ens) model in the Nested Graph Neural Networks paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the GINE+bot model in the paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the CRaWl model in the Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the GINE+ w/ APPNP model in the Graph convolutions that can finally model local structure paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the EGT model in the Global Self-Attention as a Replacement for Graph Convolution paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the PHC-GNN model in the Parameterized Hypercomplex Graph Neural Networks for Graph Classification paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the GIN-AK model in the From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params
What metrics were used to measure the GINE+ w/ virtual nodes model in the Graph convolutions that can finally model local structure paper on the ogbg-molpcba dataset?
Test AP, Ext. data, Validation AP, Number of params