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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 dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
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 dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the SimplE model in the SimplE Embedding for Link Prediction in 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 Relational-GCN model in the paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the Complex model in the Knowledge Graph Completion via Complex Tensor Factorization paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the Inverse Model model in the Convolutional 2D 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 ConvE model in the Convolutional 2D 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 OPTransE model in the Representation Learning with Ordered Relation Paths 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 TransD model in the Knowledge Graph Embedding via Dynamic Mapping Matrix paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the TransE model in the Translating Embeddings for Modeling Multi-relational Data paper on the FB15k dataset?
MRR, Hits@1, Hits@3, Hits@10, MR, training time (s)
What metrics were used to measure the GLACE model in the Gaussian Embedding of Large-scale Attributed Graphs paper on the Citeseer (nonstandard variant) dataset?
AP, AUC
What metrics were used to measure the GLACE model in the Gaussian Embedding of Large-scale Attributed Graphs paper on the ACM dataset?
AP, AUC
What metrics were used to measure the HSRL (DW) model in the Learning Topological Representation for Networks via Hierarchical Sampling paper on the MIT dataset?
AUC
What metrics were used to measure the GLACE model in the Gaussian Embedding of Large-scale Attributed Graphs paper on the Pubmed (nonstandard variant) dataset?
AP, AUC
What metrics were used to measure the ParTransH model in the Efficient Parallel Translating Embedding For Knowledge Graphs paper on the FB15k (filtered) dataset?
Hits@10, MR
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-ind dataset?
Hits@1, Hits@10, Hits@3, MRR
What metrics were used to measure the HOGCN model in the Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks paper on the protein-protein interactions dataset?
AUPRC
What metrics were used to measure the PEAGAT model in the Metapath- and Entity-aware Graph Neural Network for Recommendation paper on the MovieLens 25M dataset?
nDCG@10, Hits@10
What metrics were used to measure the NFM model in the Neural Factorization Machines for Sparse Predictive Analytics paper on the MovieLens 25M dataset?
nDCG@10, Hits@10
What metrics were used to measure the KGAT model in the KGAT: Knowledge Graph Attention Network for Recommendation paper on the MovieLens 25M dataset?
nDCG@10, Hits@10
What metrics were used to measure the CFKG model in the Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation paper on the MovieLens 25M dataset?
nDCG@10, Hits@10
What metrics were used to measure the metapath2vec model in the metapath2vec: Scalable Representation Learning for Heterogeneous Networks paper on the MovieLens 25M dataset?
nDCG@10, Hits@10
What metrics were used to measure the NGCF model in the Neural Graph Collaborative Filtering paper on the MovieLens 25M dataset?
nDCG@10, Hits@10
What metrics were used to measure the KGCN model in the Knowledge Graph Convolutional Networks for Recommender Systems paper on the MovieLens 25M dataset?
nDCG@10, Hits@10
What metrics were used to measure the Asymmetric Transitivity Preservation model in the ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation paper on the Gnutella dataset?
AUC
What metrics were used to measure the GATNE-T model in the Representation Learning for Attributed Multiplex Heterogeneous Network paper on the Twitter dataset?
F1-Score, PR AUC, ROC AUC
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 UMLS dataset?
Hits@10, MR
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 UMLS dataset?
Hits@10, MR
What metrics were used to measure the LASS model in the Joint Language Semantic and Structure Embedding for Knowledge Graph Completion paper on the UMLS dataset?
Hits@10, MR
What metrics were used to measure the StAR model in the Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion paper on the UMLS dataset?
Hits@10, MR
What metrics were used to measure the KG-BERT model in the KG-BERT: BERT for Knowledge Graph Completion paper on the UMLS dataset?
Hits@10, MR
What metrics were used to measure the ConvE model in the Convolutional 2D Knowledge Graph Embeddings paper on the UMLS dataset?
Hits@10, MR
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 UMLS dataset?
Hits@10, MR
What metrics were used to measure the TransE model in the Translating Embeddings for Modeling Multi-relational Data paper on the UMLS dataset?
Hits@10, MR
What metrics were used to measure the ComplEx model in the Complex Embeddings for Simple Link Prediction paper on the UMLS dataset?
Hits@10, MR
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 UMLS dataset?
Hits@10, MR
What metrics were used to measure the ParTransH model in the Efficient Parallel Translating Embedding For Knowledge Graphs paper on the WN18 (filtered) dataset?
Hits@10, MR
What metrics were used to measure the Hyperbolic Entailment Cones model in the Hyperbolic Entailment Cones for Learning Hierarchical Embeddings paper on the WordNet dataset?
Accuracy
What metrics were used to measure the Poincare Embeddings (dim=100) model in the Poincaré Embeddings for Learning Hierarchical Representations paper on the WordNet dataset?
Accuracy
What metrics were used to measure the Poincare Embeddings (dim=50) model in the Poincaré Embeddings for Learning Hierarchical Representations paper on the WordNet dataset?
Accuracy
What metrics were used to measure the Poincare Embeddings (dim=20) model in the Poincaré Embeddings for Learning Hierarchical Representations paper on the WordNet dataset?
Accuracy
What metrics were used to measure the Poincare Embeddings (dim=10) model in the Poincaré Embeddings for Learning Hierarchical Representations paper on the WordNet dataset?
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-Drug Interactions dataset?
AUPRC
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 Citeseer (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 Citeseer (biased evaluation) dataset?
AP, AUC, Accuracy
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 OpenBG500 dataset?
Hits@1, Hits@10, Hits@3, MRR
What metrics were used to measure the GATNE-T model in the Representation Learning for Attributed Multiplex Heterogeneous Network paper on the Amazon dataset?
F1-Score, PR AUC, ROC AUC
What metrics were used to measure the mlp model in the Deep Learning in Mobile and Wireless Networking: A Survey paper on the SINS dataset?
Scaled time-delay embeddings
What metrics were used to measure the SPA model in the Search to Pass Messages for Temporal Knowledge Graph Completion paper on the ICEWS14 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 ICEWS14 dataset?
MRR
What metrics were used to measure the TNTComplEx (x10) model in the Tensor Decompositions for temporal knowledge base completion paper on the ICEWS14 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 ICEWS14 dataset?
MRR
What metrics were used to measure the TimePlex model in the Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols paper on the ICEWS14 dataset?
MRR
What metrics were used to measure the TNTComplEx model in the Tensor Decompositions for temporal knowledge base completion paper on the ICEWS14 dataset?
MRR
What metrics were used to measure the ATiSE model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the ICEWS14 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 ICEWS14 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 ICEWS14 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 ICEWS14 dataset?
MRR
What metrics were used to measure the QuatE model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the ICEWS14 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 ICEWS14 dataset?
MRR
What metrics were used to measure the RotatE model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the ICEWS14 dataset?
MRR
What metrics were used to measure the HyTE model in the RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion paper on the ICEWS14 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 ICEWS14 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 ICEWS14 dataset?
MRR
What metrics were used to measure the Asymmetric Transitivity Preservation model in the ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation paper on the Wiki-Vote dataset?
AUC
What metrics were used to measure the Barycenter Alignment model in the Unsupervised Multilingual Alignment using Wasserstein Barycenter paper on the fr-en dataset?
P@1
What metrics were used to measure the Adv - Refine - CSLS model in the Word Translation Without Parallel Data paper on the fr-en dataset?
P@1
What metrics were used to measure the Barycenter Alignment model in the Unsupervised Multilingual Alignment using Wasserstein Barycenter paper on the MUSE en-pt dataset?
P@1
What metrics were used to measure the Barycenter Alignment model in the Unsupervised Multilingual Alignment using Wasserstein Barycenter paper on the en-fr dataset?
P@1
What metrics were used to measure the Adv - Refine - CSLS model in the Word Translation Without Parallel Data paper on the en-fr dataset?
P@1
What metrics were used to measure the Barycenter Alignment model in the Unsupervised Multilingual Alignment using Wasserstein Barycenter paper on the es-en dataset?
P@1
What metrics were used to measure the Adv - Refine - CSLS model in the Word Translation Without Parallel Data paper on the es-en dataset?
P@1
What metrics were used to measure the Barycenter Alignment model in the Unsupervised Multilingual Alignment using Wasserstein Barycenter paper on the MUSE en-de dataset?
P@1
What metrics were used to measure the Barycenter Alignment model in the Unsupervised Multilingual Alignment using Wasserstein Barycenter paper on the en-it dataset?
P@1
What metrics were used to measure the Barycenter Alignment model in the Unsupervised Multilingual Alignment using Wasserstein Barycenter paper on the en-es dataset?
P@1
What metrics were used to measure the Adv - Refine - CSLS model in the Word Translation Without Parallel Data paper on the en-es dataset?
P@1
What metrics were used to measure the BiHDM model in the A Novel Bi-hemispheric Discrepancy Model for EEG Emotion Recognition paper on the SEED-IV dataset?
Accuracy
What metrics were used to measure the DGCNN model in the EEG emotion recognition using dynamical graph convolutional neural networks paper on the SEED-IV dataset?
Accuracy
What metrics were used to measure the DBN model in the Investigating critical frequency bands and channels for EEG-based emotion recognition with deep neural networks paper on the SEED-IV dataset?
Accuracy
What metrics were used to measure the MultitaskSSVEP model in the Deep Multi-Task Learning for SSVEP Detection and Visual Response Mapping paper on the HS-SSVEP dataset?
Accuracy (5-fold)
What metrics were used to measure the DBN model in the Investigating critical frequency bands and channels for EEG-based emotion recognition with deep neural networks paper on the  SEED dataset?
Accuracy
What metrics were used to measure the NPP (Ours) model in the Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing paper on the PPMI dataset?
runtime (s)
What metrics were used to measure the SCAM model in the SCAM! Transferring humans between images with Semantic Cross Attention Modulation paper on the iDesigner dataset?
PSNR, R-FID
What metrics were used to measure the SCAM model in the SCAM! Transferring humans between images with Semantic Cross Attention Modulation paper on the CelebAMask-HQ dataset?
PSNR, R-FID
What metrics were used to measure the SCAM model in the SCAM! Transferring humans between images with Semantic Cross Attention Modulation paper on the ADE20K dataset?
PSNR
What metrics were used to measure the NPP, l=0.1 model in the Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing paper on the HCP dataset?
SSIM
What metrics were used to measure the BAAM model in the BAAM: Monocular 3D Pose and Shape Reconstruction With Bi-Contextual Attention Module and Attention-Guided Modeling paper on the ApolloCar3D dataset?
A3DP
What metrics were used to measure the GSNet model in the GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision paper on the ApolloCar3D dataset?
A3DP
What metrics were used to measure the MVSS-Net++ model in the MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection paper on the COVERAGE dataset?
Average Pixel F1(Fixed threshold)
What metrics were used to measure the MVSS-Net model in the Image Manipulation Detection by Multi-View Multi-Scale Supervision paper on the COVERAGE dataset?
Average Pixel F1(Fixed threshold)
What metrics were used to measure the Shared discriminator GAN model in the Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared Discriminator paper on the Apples and Oranges dataset?
Kernel Inception Distance
What metrics were used to measure the U-GAT-IT model in the U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation paper on the photo2portrait dataset?
Kernel Inception Distance
What metrics were used to measure the EGSDE model in the EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations paper on the AFHQ (Wild to Dog) dataset?
FID
What metrics were used to measure the DP-GAN model in the Dual Pyramid Generative Adversarial Networks for Semantic Image Synthesis paper on the Cityscapes Labels-to-Photo dataset?
mIoU, FID, Accuracy, Class IOU, Per-class Accuracy, Per-pixel Accuracy, LPIPS
What metrics were used to measure the OASIS model in the You Only Need Adversarial Supervision for Semantic Image Synthesis paper on the Cityscapes Labels-to-Photo dataset?
mIoU, FID, Accuracy, Class IOU, Per-class Accuracy, Per-pixel Accuracy, LPIPS
What metrics were used to measure the SPADE + SESAME model in the SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects paper on the Cityscapes Labels-to-Photo dataset?
mIoU, FID, Accuracy, Class IOU, Per-class Accuracy, Per-pixel Accuracy, LPIPS
What metrics were used to measure the CC-FPSE model in the Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis paper on the Cityscapes Labels-to-Photo dataset?
mIoU, FID, Accuracy, Class IOU, Per-class Accuracy, Per-pixel Accuracy, LPIPS
What metrics were used to measure the SPADE + FFL model in the Focal Frequency Loss for Image Reconstruction and Synthesis paper on the Cityscapes Labels-to-Photo dataset?
mIoU, FID, Accuracy, Class IOU, Per-class Accuracy, Per-pixel Accuracy, LPIPS
What metrics were used to measure the CC-FPSE-AUG model in the Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis paper on the Cityscapes Labels-to-Photo dataset?
mIoU, FID, Accuracy, Class IOU, Per-class Accuracy, Per-pixel Accuracy, LPIPS
What metrics were used to measure the SPADE model in the Semantic Image Synthesis with Spatially-Adaptive Normalization paper on the Cityscapes Labels-to-Photo dataset?
mIoU, FID, Accuracy, Class IOU, Per-class Accuracy, Per-pixel Accuracy, LPIPS