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What metrics were used to measure the ConE model in the Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, 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 WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the LineaRE model in the LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
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 WN18RR dataset?
Hits@10, Hits@3, Hits@1, 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 WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
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 WN18RR dataset?
Hits@10, Hits@3, Hits@1, 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 WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the RESCAL-DURA model in the Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the GFA-NN model in the Embedding Knowledge Graphs Attentive to Positional and Centrality Qualities paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the SE-GNN (ours) model in the How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the RotatE model in the RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the MetaSD model in the Self-Distillation with Meta Learning for Knowledge Graph Completion paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the ComplEx-N3 (reciprocal) model in the Canonical Tensor Decomposition for Knowledge Base Completion paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the KGRefiner model in the KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the AutoSF model in the AutoSF: Searching Scoring Functions for Knowledge Graph Embedding paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the MuRP model in the Multi-relational Poincaré Graph Embeddings paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the CoPER-ConvE model in the Contextual Parameter Generation for Knowledge Graph Link Prediction paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the MDE_adv model in the MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the CapsE model in the A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the SAttLE model in the Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the NePTuNe model in the NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the DihEdral model in the Relation Embedding with Dihedral Group in Knowledge Graph paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the TransE model in the Translating Embeddings for Modeling Multi-relational Data paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the ComplEx (SCE w/ LS pretrained) model in the Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the pRotatE model in the RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the CP-DURA model in the Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, 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 WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the ProbCBR model in the Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the CompGCN model in the Composition-based Multi-Relational Graph Convolutional Networks paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the ComplEx (SCE w/ LS) model in the Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the Structure-Aware Convolutional Networks model in the End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the ConvR model in the Adaptive Convolution for Multi-Relational Learning paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the GenKGC model in the From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, 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 WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the TuckER model in the TuckER: Tensor Factorization for Knowledge Graph Completion paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the ConvKB model in the A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the KG-BERT model in the KG-BERT: BERT for Knowledge Graph Completion paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the HypER model in the Hypernetwork Knowledge Graph Embeddings paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the ConvE model in the Convolutional 2D Knowledge Graph Embeddings paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the RESCAL + Decom model in the Decompressing Knowledge Graph Representations for Link Prediction paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the ComplEx model in the Complex Embeddings for Simple Link Prediction paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
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 WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the RotatE + GreenKGC (Ours) model in the GreenKGC: A Lightweight Knowledge Graph Completion Method paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the KBGAN (TransD + ComplEx) model in the KBGAN: Adversarial Learning for Knowledge Graph Embeddings paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the TransE + GreenKGC (Ours) model in the GreenKGC: A Lightweight Knowledge Graph Completion Method paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the Inverse Model model in the Convolutional 2D Knowledge Graph Embeddings paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the M-Walk model in the M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the ComplEx-DURA model in the Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the DisMult model in the Embedding Entities and Relations for Learning and Inference in Knowledge Bases paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the DistMult (after variational EM) model in the Augmenting and Tuning Knowledge Graph Embeddings paper on the WN18RR dataset?
Hits@10, Hits@3, Hits@1, MRR, MR
What metrics were used to measure the TimePlex model in the Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols paper on the Yago11k dataset?
MRR
What metrics were used to measure the HAHE model in the HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level paper on the Wikipeople dataset?
H@1, H@10, MRR
What metrics were used to measure the ARGNP model in the Automatic Relation-aware Graph Network Proliferation paper on the TSP/HCP Benchmark set dataset?
F1
What metrics were used to measure the EGT model in the Global Self-Attention as a Replacement for Graph Convolution paper on the TSP/HCP Benchmark set dataset?
F1
What metrics were used to measure the GatedGCN-E model in the Benchmarking Graph Neural Networks paper on the TSP/HCP Benchmark set dataset?
F1
What metrics were used to measure the GATNE-T model in the Representation Learning for Attributed Multiplex Heterogeneous Network paper on the Alibaba-S dataset?
F1-Score, PR AUC, ROC AUC
What metrics were used to measure the SPA model in the Search to Pass Messages for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the TLT-KGE(Quaternion) model in the Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the RotateQVS model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the RotateQVS-Small model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the TeRo-Large model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the TeRo model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the DE-SimplE model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the TA-DistMult model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the DistMult model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the TTransE model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the TransE model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the GDELT dataset?
MRR
What metrics were used to measure the Walkpooling model in the Neural Link Prediction with Walk Pooling paper on the Pubmed 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 Pubmed dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the VGNAE model in the Variational Graph Normalized Auto-Encoders paper on the Pubmed dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the GNAE model in the Variational Graph Normalized Auto-Encoders paper on the Pubmed 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 Pubmed 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 Pubmed dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the S-VGAE model in the Hyperspherical Variational Auto-Encoders paper on the Pubmed dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the sGraphite-VAE model in the Mutual Information Maximization in Graph Neural Networks paper on the Pubmed 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 Pubmed dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the Graph InfoClust (GIC) model in the Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning paper on the Pubmed dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the MTGAE model in the Multi-Task Graph Autoencoders paper on the Pubmed 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 Pubmed dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the TNTComplEx (x10) model in the Tensor Decompositions for temporal knowledge base completion paper on the YAGO15k dataset?
MRR
What metrics were used to measure the TNTComplEx model in the Tensor Decompositions for temporal knowledge base completion paper on the YAGO15k dataset?
MRR
What metrics were used to measure the HAHE model in the HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level paper on the JF17K dataset?
MRR, Hit@1, Hit@10, Hit@5, H@1, H@10
What metrics were used to measure the StarE (H) + Transformer (H) model in the Message Passing for Hyper-Relational Knowledge Graphs paper on the JF17K dataset?
MRR, Hit@1, Hit@10, Hit@5, H@1, H@10
What metrics were used to measure the BoxE model in the BoxE: A Box Embedding Model for Knowledge Base Completion paper on the JF17K dataset?
MRR, Hit@1, Hit@10, Hit@5, H@1, H@10
What metrics were used to measure the GLACE model in the Gaussian Embedding of Large-scale Attributed Graphs paper on the Cora (nonstandard variant) dataset?
AP, AUC
What metrics were used to measure the TimePlex model in the Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols paper on the Wikidata12k dataset?
MRR
What metrics were used to measure the AutoKGE model in the AutoSF: Searching Scoring Functions for Knowledge Graph Embedding paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the ComplEx-N3 (reciprocal) model in the Canonical Tensor Decomposition for Knowledge Base Completion paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the DistMult (after variational EM) model in the Augmenting and Tuning Knowledge Graph Embeddings paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the QuatE model in the Quaternion Knowledge Graph Embeddings paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the SEEK model in the SEEK: Segmented Embedding of Knowledge Graphs paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the MEI-BTD 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, training time (s)
What metrics were used to measure the pRotatE model in the RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the RotatE model in the RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
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, training time (s)
What metrics were used to measure the TuckER model in the TuckER: Tensor Factorization for Knowledge Graph Completion paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the HypER model in the Hypernetwork Knowledge Graph Embeddings paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the ConvR model in the Adaptive Convolution for Multi-Relational Learning paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the SimplE model in the GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
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, training time (s)