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What metrics were used to measure the RL model in the DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning paper on the NELL-995 dataset?
Hits@1, Hits@10, MRR, Mean AP, HITS@3
What metrics were used to measure the GatedGCN-PE model in the Benchmarking Graph Neural Networks paper on the COLLAB dataset?
Hits
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the KG-R3 (this work) model in the A Retrieve-and-Read Framework for Knowledge Graph Link Prediction paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the Relphormer model in the Relphormer: Relational Graph Transformer for Knowledge Graph Representations paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the MetaSD model in the Self-Distillation with Meta Learning for Knowledge Graph Completion paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the SAFRAN model in the SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the MoCoSA model in the MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the kNN-KGE model in the Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the NePTuNe model in the NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the RESCAL (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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the RESCAL (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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the QuatDE model in the QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the GC-OTE model in the Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the StAR model in the Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the TuckER model in the TuckER: Tensor Factorization for Knowledge Graph Completion paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the RotatE + GreenKGC (Ours) model in the GreenKGC: A Lightweight Knowledge Graph Completion Method paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the CompGCN model in the Composition-based Multi-Relational Graph Convolutional Networks paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the TuckER-RP model in the Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the RESCAL + Decom model in the Decompressing Knowledge Graph Representations for Link Prediction paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the ConvR model in the Adaptive Convolution for Multi-Relational Learning paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the RefE model in the Low-Dimensional Hyperbolic Knowledge Graph Embeddings paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the DRUM (T=3) model in the DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the HypER model in the Hypernetwork Knowledge Graph Embeddings paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the TransE + GreenKGC (Ours) model in the GreenKGC: A Lightweight Knowledge Graph Completion Method paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the HAKE model in the Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the SimKGCIB(+PB+SN) model in the SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the QuatE model in the Quaternion Knowledge Graph Embeddings paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the ConE model in the Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the MuRP model in the Multi-relational Poincaré Graph Embeddings paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the BoxE model in the BoxE: A Box Embedding Model for Knowledge Base Completion paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the ConvE model in the Convolutional 2D Knowledge Graph Embeddings paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the LP-BERT model in the Multi-task Pre-training Language Model for Semantic Network Completion paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the RotatE model in the GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the KGLM model in the KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the JoBi ComplEx model in the Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the TransE model in the Translating Embeddings for Modeling Multi-relational Data paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the GenKGC model in the From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the MLMLM model in the MLMLM: Link Prediction with Mean Likelihood Masked Language Model paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the RR-GCN-PPV model in the R-GCN: The R Could Stand for Random paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the TransD model in the Knowledge Graph Embedding via Dynamic Mapping Matrix paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the Inverse Model model in the Convolutional 2D Knowledge Graph Embeddings paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the HittER model in the HittER: Hierarchical Transformers for Knowledge Graph Embeddings paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the AutoKGE model in the AutoSF: Searching Scoring Functions for Knowledge Graph Embedding paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the CP-N3-RP model in the Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the DistMult (after variational EM) model in the Augmenting and Tuning Knowledge Graph Embeddings paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the KG-R3 model in the A Retrieve-and-Read Framework for Knowledge Graph Link Prediction paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the LASS model in the Joint Language Semantic and Structure Embedding for Knowledge Graph Completion paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the GFA-NN model in the Embedding Knowledge Graphs Attentive to Positional and Centrality Qualities paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the LogicENN model in the LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the KBGAN (TransD + ComplEx) model in the KBGAN: Adversarial Learning for Knowledge Graph Embeddings paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the PALT model in the PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the ComplEx model in the Complex Embeddings for Simple Link Prediction paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the ConvKB (Corrected) model in the A Re-evaluation of Knowledge Graph Completion Methods paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the KG-BERT model in the KG-BERT: BERT for Knowledge Graph Completion paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the DistMult model in the Embedding Entities and Relations for Learning and Inference in Knowledge Bases paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the KBAT (Corrected) model in the A Re-evaluation of Knowledge Graph Completion Methods paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
What metrics were used to measure the CapsE (Corrected) model in the A Re-evaluation of Knowledge Graph Completion Methods paper on the FB15k-237 dataset?
Hits@1, Hits@3, Hits@10, MRR, MR, training time (s), Hit@1, Hit@10
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 WD50K dataset?
Hit@1, Hit@10, MRR
What metrics were used to measure the StarE (H) + Transformer (H) model in the Message Passing for Hyper-Relational Knowledge Graphs paper on the WD50K dataset?
Hit@1, Hit@10, MRR
What metrics were used to measure the GraphStar (double weight on positive examples) model in the Graph Star Net for Generalized Multi-Task Learning paper on the Cora (biased evaluation) dataset?
AP, AUC, Accuracy
What metrics were used to measure the SCAT (half of negative examples with 0 features) model in the Encoding Robust Representation for Graph Generation paper on the Cora (biased evaluation) dataset?
AP, AUC, Accuracy
What metrics were used to measure the HOGCN model in the Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks paper on the Drug-target interactions dataset?
AUPRC
What metrics were used to measure the DistMult model in the paper on the OpenBioLink dataset?
Hits@10, Interpretable
What metrics were used to measure the RotatE model in the paper on the OpenBioLink dataset?
Hits@10, Interpretable
What metrics were used to measure the ComplEx model in the paper on the OpenBioLink dataset?
Hits@10, Interpretable
What metrics were used to measure the AnyBURL (white box, rule based) model in the paper on the OpenBioLink dataset?
Hits@10, Interpretable
What metrics were used to measure the SAFRAN (white box, rule based) model in the paper on the OpenBioLink dataset?
Hits@10, Interpretable
What metrics were used to measure the TransE model in the paper on the OpenBioLink dataset?
Hits@10, Interpretable
What metrics were used to measure the RESCAL model in the paper on the OpenBioLink dataset?
Hits@10, Interpretable
What metrics were used to measure the TransR model in the paper on the OpenBioLink dataset?
Hits@10, Interpretable
What metrics were used to measure the PBG (1 partition) model in the PyTorch-BigGraph: A Large-scale Graph Embedding System paper on the LiveJournal dataset?
Hits@10, MR, MRR
What metrics were used to measure the PyTorch BigGraph model in the PyTorch-BigGraph: A Large-scale Graph Embedding System paper on the LiveJournal dataset?
Hits@10, MR, MRR
What metrics were used to measure the GLACE model in the Gaussian Embedding of Large-scale Attributed Graphs paper on the DBLP dataset?
AUC, AP
What metrics were used to measure the Event2vec model in the Representation Learning for Heterogeneous Information Networks via Embedding Events paper on the DBLP dataset?
AUC, AP
What metrics were used to measure the HSRL (DW) model in the Learning Topological Representation for Networks via Hierarchical Sampling paper on the DBLP dataset?
AUC, AP
What metrics were used to measure the NESS model in the NESS: Node Embeddings from Static SubGraphs paper on the Citeseer dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the VGNAE model in the Variational Graph Normalized Auto-Encoders paper on the Citeseer 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 Citeseer dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the GNAE model in the Variational Graph Normalized Auto-Encoders paper on the Citeseer 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 Citeseer dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the BANE model in the Binarized Attributed Network Embedding paper on the Citeseer dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the S-VGAE model in the Hyperspherical Variational Auto-Encoders paper on the Citeseer dataset?
AUC, AP, Accuracy, ACC
What metrics were used to measure the sGraphite-VAE model in the Graphite: Iterative Generative Modeling of Graphs paper on the Citeseer dataset?
AUC, AP, Accuracy, ACC