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What metrics were used to measure the NBFNet model in the Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction paper on the Citeseer dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the ARGE model in the Adversarially Regularized Graph Autoencoder for Graph Embedding paper on the Citeseer dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the Node Feature Agg + Similarity Metric model in the Rethinking Kernel Methods for Node Representation Learning on Graphs paper on the Citeseer dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the MTGAE model in the Multi-Task Graph Autoencoders paper on the Citeseer dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the Variational graph auto-encoders model in the Variational Graph Auto-Encoders paper on the Citeseer dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the NESS model in the NESS: Node Embeddings from Static SubGraphs paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the Walkpooling model in the Neural Link Prediction with Walk Pooling paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the NBFNet model in the Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the GNAE model in the Variational Graph Normalized Auto-Encoders paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the VGNAE model in the Variational Graph Normalized Auto-Encoders paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the S-VGAE model in the Hyperspherical Variational Auto-Encoders paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the sGraphite-VAE model in the Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the Graph InfoClust (GIC) model in the Binarized Attributed Network Embedding paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the BANE model in the Rethinking Kernel Methods for Node Representation Learning on Graphs paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the PPPNE model in the PPPNE: Personalized proximity preserved network embedding paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the ARGE model in the Adversarially Regularized Graph Autoencoder for Graph Embedding paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the MTGAE model in the Multi-Task Graph Autoencoders paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the Variational graph auto-encoders model in the Variational Graph Auto-Encoders paper on the Cora dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the ConE model in the Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones paper on the DDB14 dataset?
Hits@1, Hits@10, Hits@3, MRR
What metrics were used to measure the MAGNN model in the MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding paper on the Last.FM dataset?
AP, AUC
What metrics were used to measure the LineaRE model in the LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, MRR raw, Hits@5
What metrics were used to measure the MEI (small) model in the Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, MRR raw, Hits@5
What metrics were used to measure the HHolE model in the Augmenting Compositional Models for Knowledge Base Completion Using Gradient Representations paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, MRR raw, Hits@5
What metrics were used to measure the PyTorch BigGraph (ComplEx) model in the PyTorch-BigGraph: A Large-scale Graph Embedding System paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, MRR raw, Hits@5
What metrics were used to measure the ComplEx NSCaching model in the NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, MRR raw, Hits@5
What metrics were used to measure the Rule-Guided Embedding model in the Knowledge Graph Embedding with Iterative Guidance from Soft Rules paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, MRR raw, Hits@5
What metrics were used to measure the MDE model in the MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, MRR raw, Hits@5
What metrics were used to measure the HolE model in the Holographic Embeddings of Knowledge Graphs paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, MRR raw, Hits@5
What metrics were used to measure the ParTransH model in the Efficient Parallel Translating Embedding For Knowledge Graphs paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, MRR raw, Hits@5
What metrics were used to measure the BoxE model in the BoxE: A Box Embedding Model for Knowledge Base Completion paper on the FB-AUTO dataset?
Hits@10, MRR, Hits@1
What metrics were used to measure the Decagon model in the Modeling polypharmacy side effects with graph convolutional networks paper on the Decagon dataset?
AUROC, AUPRC, mAP@50
What metrics were used to measure the TIP model in the Tri-graph Information Propagation for Polypharmacy Side Effect Prediction paper on the Decagon dataset?
AUROC, AUPRC, mAP@50
What metrics were used to measure the ConE model in the Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones paper on the GO21 dataset?
Hit@1, Hits@10, Hits@3, MRR
What metrics were used to measure the ResAttArg model in the Multi-Task Attentive Residual Networks for Argument Mining paper on the AbstRCT - Neoplasm dataset?
F1
What metrics were used to measure the MEI (small) model in the Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion paper on the KG20C dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the CP-N3 (small) model in the Multi-Relational Embedding for Knowledge Graph Representation and Analysis paper on the KG20C dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the Word2vec-N3 (small) model in the Multi-Relational Embedding for Knowledge Graph Representation and Analysis paper on the KG20C dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the KGT5-context + Description model in the Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the KGT5 + Description model in the Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the KGT5-context model in the Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the SimKGC + Description model in the SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the KGT5 ComplEx Ensemble model in the Sequence-to-Sequence Knowledge Graph Completion and Question Answering paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the ComplEx model in the Parallel Training of Knowledge Graph Embedding Models: A Comparison of Techniques paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the KGT5 model in the Sequence-to-Sequence Knowledge Graph Completion and Question Answering paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the SimplE model in the KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the RotatE model in the KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the ComplEx model in the KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the TransE model in the KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the DistMult model in the KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the KEPLER-Wiki-rel model in the KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation paper on the Wikidata5M dataset?
MRR, Hits@10, Hits@1, Hits@3
What metrics were used to measure the MEIM model in the MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the ComplEx-DURA (large model) model in the Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the CP-DURA (large model) model in the Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the MEI model in the Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the RefE model in the Low-Dimensional Hyperbolic Knowledge Graph Embeddings paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the BoxE model in the BoxE: A Box Embedding Model for Knowledge Base Completion paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the SAFRAN (white box, rule based) model in the SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the NBFNet model in the Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the A*Net model in the A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the DensE model in the DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the HAKE model in the Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the InteractE model in the InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the Rot-Pro model in the Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the DihEdral model in the Relation Embedding with Dihedral Group in Knowledge Graph paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the ComplEx-N3 (large model, reciprocal) model in the Canonical Tensor Decomposition for Knowledge Base Completion paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the ConvE model in the Convolutional 2D Knowledge Graph Embeddings paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the ComplEx model in the Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings paper on the YAGO3-10 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR
What metrics were used to measure the HOGCN model in the Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks paper on the Gene-disease interactions dataset?
AUPRC
What metrics were used to measure the PPPNE model in the PPPNE: Personalized proximity preserved network embedding paper on the PPI dataset?
AP, AUC, Accuracy
What metrics were used to measure the HGCN model in the Hyperbolic Graph Convolutional Neural Networks paper on the PPI dataset?
AP, AUC, Accuracy
What metrics were used to measure the BANE model in the Binarized Attributed Network Embedding paper on the Wiki dataset?
AUC
What metrics were used to measure the SEAL model in the Link Prediction Based on Graph Neural Networks paper on the USAir dataset?
AUC
What metrics were used to measure the N2V model in the node2vec: Scalable Feature Learning for Networks paper on the USAir dataset?
AUC
What metrics were used to measure the GATNE-T model in the Representation Learning for Attributed Multiplex Heterogeneous Network paper on the YouTube dataset?
F1-Score, Macro F1, Micro F1, PR AUC, ROC AUC
What metrics were used to measure the PyTorch BigGraph model in the PyTorch-BigGraph: A Large-scale Graph Embedding System paper on the YouTube dataset?
F1-Score, Macro F1, Micro F1, PR AUC, ROC AUC
What metrics were used to measure the HSRL (DW) model in the Learning Topological Representation for Networks via Hierarchical Sampling paper on the Douban dataset?
AUC
What metrics were used to measure the Event2vec model in the Representation Learning for Heterogeneous Information Networks via Embedding Events paper on the Douban dataset?
AUC
What metrics were used to measure the Edge2Node model in the Edge2Node: Reducing Edge Prediction to Node Classification paper on the ogbl-collab dataset?
Test Hits@50
What metrics were used to measure the ResAttArg model in the Multi-Task Attentive Residual Networks for Argument Mining paper on the CDCP dataset?
F1
What metrics were used to measure the PEAGAT model in the Metapath- and Entity-aware Graph Neural Network for Recommendation paper on the Yelp dataset?
HR@10, AUC, nDCG@10
What metrics were used to measure the KGAT model in the KGAT: Knowledge Graph Attention Network for Recommendation paper on the Yelp dataset?
HR@10, AUC, nDCG@10
What metrics were used to measure the CFKG model in the Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation paper on the Yelp dataset?
HR@10, AUC, nDCG@10
What metrics were used to measure the NFM model in the Neural Factorization Machines for Sparse Predictive Analytics paper on the Yelp dataset?
HR@10, AUC, nDCG@10
What metrics were used to measure the KGCN model in the Knowledge Graph Convolutional Networks for Recommender Systems paper on the Yelp dataset?
HR@10, AUC, nDCG@10
What metrics were used to measure the NGCF model in the Neural Collaborative Filtering vs. Matrix Factorization Revisited paper on the Yelp dataset?
HR@10, AUC, nDCG@10
What metrics were used to measure the Metapath2Vec model in the metapath2vec: Scalable Representation Learning for Heterogeneous Networks paper on the Yelp dataset?
HR@10, AUC, nDCG@10
What metrics were used to measure the HSRL (DW) model in the Learning Topological Representation for Networks via Hierarchical Sampling paper on the Yelp dataset?
HR@10, AUC, nDCG@10
What metrics were used to measure the Event2vec model in the Representation Learning for Heterogeneous Information Networks via Embedding Events paper on the Yelp dataset?
HR@10, AUC, nDCG@10
What metrics were used to measure the SEEK model in the SEEK: Segmented Embedding of Knowledge Graphs paper on the YAGO37 dataset?
Hits@1, Hits@10, Hits@3, Hits@5, MRR
What metrics were used to measure the Rule-Guided Embedding model in the Knowledge Graph Embedding with Iterative Guidance from Soft Rules paper on the YAGO37 dataset?
Hits@1, Hits@10, Hits@3, Hits@5, MRR
What metrics were used to measure the ComplEx-N3-RP model in the Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations paper on the CoDEx Large dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the TuckER model in the CoDEx: A Comprehensive Knowledge Graph Completion Benchmark paper on the CoDEx Large dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the RESCAL model in the CoDEx: A Comprehensive Knowledge Graph Completion Benchmark paper on the CoDEx Large dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the ConvE model in the CoDEx: A Comprehensive Knowledge Graph Completion Benchmark paper on the CoDEx Large dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the ComplEx model in the CoDEx: A Comprehensive Knowledge Graph Completion Benchmark paper on the CoDEx Large dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the TransE model in the CoDEx: A Comprehensive Knowledge Graph Completion Benchmark paper on the CoDEx Large dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the ComplEx-N3-RP model in the Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations paper on the CoDEx Small dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the TuckER model in the CoDEx: A Comprehensive Knowledge Graph Completion Benchmark paper on the CoDEx Small dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the ConvE model in the CoDEx: A Comprehensive Knowledge Graph Completion Benchmark paper on the CoDEx Small dataset?
MRR, Hits@1, Hits@3, Hits@10
What metrics were used to measure the RESCAL model in the CoDEx: A Comprehensive Knowledge Graph Completion Benchmark paper on the CoDEx Small dataset?
MRR, Hits@1, Hits@3, Hits@10