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What metrics were used to measure the edGNN (max) model in the edGNN: a Simple and Powerful GNN for Directed Labeled Graphs paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the NERO model in the Relation order histograms as a network embedding tool paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the Path up to length h model in the Graph Kernels Based on Linear Patterns: Theoretical and Experimental Comparisons paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the U2GNN (Unsupervised) model in the Universal Graph Transformer Self-Attention Networks paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the FGW wl h=4 sp model in the Optimal Transport for structured data with application on graphs paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the SF + RFC model in the A Simple Baseline Algorithm for Graph Classification paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the ECC (5 scores) model in the Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the WEGL model in the Wasserstein Embedding for Graph Learning paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the AWE model in the Anonymous Walk Embeddings paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the Graphlet Kernel model in the Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the CT-Layer model in the DiffWire: Inductive Graph Rewiring via the Lovász Bound paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the WKPI-kcenters model in the Learning metrics for persistence-based summaries and applications for graph classification paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the DGK model in the Deep Graph Kernels paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the WWL model in the Wasserstein Weisfeiler-Lehman Graph Kernels paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the DAGCN model in the DAGCN: Dual Attention Graph Convolutional Networks paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the GDL-g (SP) model in the Online Graph Dictionary Learning paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the edGNN (avg) model in the edGNN: a Simple and Powerful GNN for Directed Labeled Graphs paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the GAP-Layer (Rcut) model in the DiffWire: Inductive Graph Rewiring via the Lovász Bound paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the GAP-Layer (Ncut) model in the DiffWire: Inductive Graph Rewiring via the Lovász Bound paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the CapsGNN model in the Capsule Graph Neural Network paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the FGW wl h=2 sp model in the Optimal Transport for structured data with application on graphs paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the ApproxRepSet model in the Rep the Set: Neural Networks for Learning Set Representations paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the VRGC model in the Variational Recurrent Neural Networks for Graph Classification paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the k-GNN model in the Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the DGCNN model in the An End-to-End Deep Learning Architecture for Graph Classification paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the GIN-0 model in the Fast Graph Representation Learning with PyTorch Geometric paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the NDP model in the Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the Propagation kernels (pk) model in the Propagation kernels: efficient graph kernels from propagated information paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the WL-OA model in the On Valid Optimal Assignment Kernels and Applications to Graph Classification paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the SPI-GCN model in the SPI-GCN: A Simple Permutation-Invariant Graph Convolutional Network paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the GMT model in the Accurate Learning of Graph Representations with Graph Multiset Pooling paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the Function Space Pooling model in the Function Space Pooling For Graph Convolutional Networks paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the Function Space Pooling model in the IsoNN: Isomorphic Neural Network for Graph Representation Learning and Classification paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the FGW raw sp model in the Optimal Transport for structured data with application on graphs paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the graph2vec model in the graph2vec: Learning Distributed Representations of Graphs paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the EigenGCN-3 model in the Graph Convolutional Networks with EigenPooling paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the GDL-g (ADJ) model in the Online Graph Dictionary Learning paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the P-WL-C model in the A Persistent Weisfeiler–Lehman Procedure for Graph Classification paper on the MUTAG dataset?
Accuracy, Accuracy (10-fold), Mean Accuracy
What metrics were used to measure the WKPI-kmeans model in the Learning metrics for persistence-based summaries and applications for graph classification paper on the NEURON-BINARY dataset?
Accuracy
What metrics were used to measure the WKPI-kcenters model in the Learning metrics for persistence-based summaries and applications for graph classification paper on the NEURON-BINARY dataset?
Accuracy
What metrics were used to measure the SW model in the Sliced Wasserstein Kernel for Persistence Diagrams paper on the NEURON-BINARY dataset?
Accuracy
What metrics were used to measure the PI-PL model in the Persistence Images: A Stable Vector Representation of Persistent Homology paper on the NEURON-BINARY dataset?
Accuracy
What metrics were used to measure the PWGK model in the Kernel method for persistence diagrams via kernel embedding and weight factor paper on the NEURON-BINARY dataset?
Accuracy
What metrics were used to measure the SPI-GCN model in the SPI-GCN: A Simple Permutation-Invariant Graph Convolutional Network paper on the COIL-RAG dataset?
Accuracy
What metrics were used to measure the CIN++ model in the CIN++: Enhancing Topological Message Passing paper on the HIV dataset dataset?
ROC-AUC, Accuracy
What metrics were used to measure the CIN++-small model in the CIN++: Enhancing Topological Message Passing paper on the HIV dataset dataset?
ROC-AUC, Accuracy
What metrics were used to measure the GMT model in the Accurate Learning of Graph Representations with Graph Multiset Pooling paper on the HIV dataset dataset?
ROC-AUC, Accuracy
What metrics were used to measure the TREE-G model in the TREE-G: Decision Trees Contesting Graph Neural Networks paper on the HIV dataset dataset?
ROC-AUC, Accuracy
What metrics were used to measure the GAM model in the Graph Classification using Structural Attention paper on the HIV dataset dataset?
ROC-AUC, Accuracy
What metrics were used to measure the sKNN-LDS model in the Mutual Information Maximization in Graph Neural Networks paper on the Citeseer dataset?
Accuracy
What metrics were used to measure the CIN model in the Weisfeiler and Lehman Go Cellular: CW Networks paper on the CSL dataset?
Acc
What metrics were used to measure the sKNN-LDS model in the Mutual Information Maximization in Graph Neural Networks paper on the Wine dataset?
Accuracy
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 REDDIT-B dataset?
Accuracy
What metrics were used to measure the GAT-GC (f-Scaled) model in the Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation paper on the REDDIT-B dataset?
Accuracy
What metrics were used to measure the GIN-0 model in the How Powerful are Graph Neural Networks? paper on the REDDIT-B dataset?
Accuracy
What metrics were used to measure the DiffPool model in the Fast Graph Representation Learning with PyTorch Geometric paper on the REDDIT-B dataset?
Accuracy
What metrics were used to measure the WEGL model in the Wasserstein Embedding for Graph Learning paper on the REDDIT-B dataset?
Accuracy
What metrics were used to measure the 2-WL-GNN model in the A Novel Higher-order Weisfeiler-Lehman Graph Convolution paper on the REDDIT-B dataset?
Accuracy
What metrics were used to measure the δ-2-LWL model in the Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings paper on the REDDIT-B dataset?
Accuracy
What metrics were used to measure the NDP model in the Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling paper on the REDDIT-B dataset?
Accuracy
What metrics were used to measure the GraphSAGE model in the A Fair Comparison of Graph Neural Networks for Graph Classification paper on the REDDIT-B dataset?
Accuracy
What metrics were used to measure the ApproxRepSet model in the Rep the Set: Neural Networks for Learning Set Representations paper on the REDDIT-B dataset?
Accuracy
What metrics were used to measure the Graph-JEPA model in the Graph-level Representation Learning with Joint-Embedding Predictive Architectures paper on the REDDIT-B dataset?
Accuracy
What metrics were used to measure the WKPI-kcenters model in the Learning metrics for persistence-based summaries and applications for graph classification paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the WL-OA model in the On Valid Optimal Assignment Kernels and Applications to Graph Classification paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the δ-2-LWL model in the Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the CIN++ model in the CIN++: Enhancing Topological Message Passing paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the PIN model in the Generalizing Topological Graph Neural Networks with Paths paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the Spec-GN model in the A New Perspective on the Effects of Spectrum in Graph Neural Networks paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the CAN model in the Cell Attention Networks paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the Propagation kernels (pk) model in the Propagation kernels: efficient graph kernels from propagated information paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the GIC model in the Gaussian-Induced Convolution for Graphs paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the PPGN model in the Provably Powerful Graph Networks paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the ECC (5 scores) model in the Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the Multigraph ChebNet model in the Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the HGP-SL model in the Hierarchical Graph Pooling with Structure Learning paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the G_DenseNet model in the When Work Matters: Transforming Classical Network Structures to Graph CNN paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the GIUNet model in the Graph isomorphism UNet paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the SAEPool_h model in the Relational Reasoning Over Spatial-Temporal Graphs for Video Summarization paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the UGT model in the Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based Similarity paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the EigenGCN-3 model in the Graph Convolutional Networks with EigenPooling paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the UGraphEmb-F model in the Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the Graph2Vec model in the graph2vec: Learning Distributed Representations of Graphs paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the SAGPool_g model in the Self-Attention Graph Pooling paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the Deep WL SGN(0,1,2) model in the Subgraph Networks with Application to Structural Feature Space Expansion paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the ASAP model in the ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the UGraphEmb model in the Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the SAGPool_h model in the Self-Attention Graph Pooling paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the BC + Capsules model in the Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations paper on the NCI109 dataset?
Accuracy
What metrics were used to measure the GAP-Layer (Rcut) model in the DiffWire: Inductive Graph Rewiring via the Lovász Bound paper on the IMDB-BINARY dataset?
Accuracy
What metrics were used to measure the CT-Layer model in the DiffWire: Inductive Graph Rewiring via the Lovász Bound paper on the IMDB-BINARY dataset?
Accuracy
What metrics were used to measure the GAP-Layer (Ncut) model in the DiffWire: Inductive Graph Rewiring via the Lovász Bound paper on the IMDB-BINARY dataset?
Accuracy
What metrics were used to measure the GTOT-Tuning model in the Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport paper on the SIDER dataset?
ROC-AUC
What metrics were used to measure the EigenGCN-3 model in the Graph Convolutional Networks with EigenPooling paper on the NC1 dataset?
Accuracy
What metrics were used to measure the GMT model in the Accurate Learning of Graph Representations with Graph Multiset Pooling paper on the ToxCast dataset?
ROC-AUC
What metrics were used to measure the GTOT-Tuning model in the Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport paper on the ToxCast dataset?
ROC-AUC
What metrics were used to measure the U2GNN (Unsupervised) model in the Universal Graph Transformer Self-Attention Networks paper on the D&D dataset?
Accuracy
What metrics were used to measure the MEWISPool model in the Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks paper on the D&D dataset?
Accuracy
What metrics were used to measure the DDGK model in the DDGK: Learning Graph Representations for Deep Divergence Graph Kernels paper on the D&D dataset?
Accuracy
What metrics were used to measure the Graph U-Nets model in the Graph U-Nets paper on the D&D dataset?
Accuracy