prompts stringlengths 81 413 | metrics_response stringlengths 0 371 |
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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 |
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