prompts stringlengths 81 413 | metrics_response stringlengths 0 371 |
|---|---|
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 |
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