prompts stringlengths 81 413 | metrics_response stringlengths 0 371 |
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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-MULTI dataset? | Accuracy |
What metrics were used to measure the SW model in the Sliced Wasserstein Kernel for Persistence Diagrams paper on the NEURON-MULTI dataset? | 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-MULTI 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-MULTI 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-MULTI dataset? | Accuracy |
What metrics were used to measure the DGCNN model in the DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model paper on the AIDS 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 REDDIT-BINARY 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 REDDIT-BINARY dataset? | Accuracy |
What metrics were used to measure the DiffWire model in the DiffWire: Inductive Graph Rewiring via the Lovász Bound paper on the REDDIT-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 REDDIT-BINARY dataset? | Accuracy |
What metrics were used to measure the sKNN-LDS model in the Mutual Information Maximization in Graph Neural Networks paper on the Digits dataset? | Accuracy |
What metrics were used to measure the Exphormer model in the Exphormer: Sparse Transformers for Graphs paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the ARGNP model in the Automatic Relation-aware Graph Network Proliferation paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the DGN model in the Directional Graph Networks paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the GPS model in the Recipe for a General, Powerful, Scalable Graph Transformer paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the PNA model in the Principal Neighbourhood Aggregation for Graph Nets paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the GatedGCN model in the Residual Gated Graph ConvNets paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the EGT model in the Global Self-Attention as a Replacement for Graph Convolution paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the GatedGCN model in the Benchmarking Graph Neural Networks paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the GraphSage model in the Inductive Representation Learning on Large Graphs paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the GAT model in the Graph Attention Networks paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the MoNet model in the Geometric deep learning on graphs and manifolds using mixture model CNNs paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the GIN model in the How Powerful are Graph Neural Networks? paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the GRIT model in the Graph Inductive Biases in Transformers without Message Passing paper on the CIFAR10 100k dataset? | Accuracy (%), Accuracy |
What metrics were used to measure the U2GNN (Unsupervised) model in the Universal Graph Transformer Self-Attention Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the MEWISPool model in the Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the G_ResNet model in the When Work Matters: Transforming Classical Network Structures to Graph CNN paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the DUGNN model in the Learning Universal Graph Neural Network Embeddings With Aid Of Transfer Learning paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the TFGW ADJ (L=2) model in the Template based Graph Neural Network with Optimal Transport Distances paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the sGIN model in the Mutual Information Maximization in Graph Neural Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the SEG-BERT model in the Segmented Graph-Bert for Graph Instance Modeling paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the U2GNN model in the Universal Graph Transformer Self-Attention Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the PIN model in the Generalizing Topological Graph Neural Networks with Paths paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the GIUNet model in the Graph isomorphism UNet paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
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 IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the DropGIN model in the DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
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 IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the WEGL model in the Wasserstein Embedding for Graph Learning paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the FactorGCN model in the Factorizable Graph Convolutional Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the GIN-0 model in the How Powerful are Graph Neural Networks? paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the AWE model in the Anonymous Walk Embeddings paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
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 IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the Graph-JEPA model in the Graph-level Representation Learning with Joint-Embedding Predictive Architectures paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the 3-WL Kernel model in the Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the GMT model in the Accurate Learning of Graph Representations with Graph Multiset Pooling paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
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 IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the CapsGNN model in the Capsule Graph Neural Network paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the InfoGraph model in the InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the GFN model in the Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the GFN-light model in the Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the TREE-G model in the TREE-G: Decision Trees Contesting Graph Neural Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the GIN-0 model in the Fast Graph Representation Learning with PyTorch Geometric paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the PPGN model in the Provably Powerful Graph Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the 2-WL-GNN model in the A Novel Higher-order Weisfeiler-Lehman Graph Convolution paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the GDL model in the Online Graph Dictionary Learning paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the GCAPS-CNN model in the Graph Capsule Convolutional Neural Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the ApproxRepSet model in the Rep the Set: Neural Networks for Learning Set Representations paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the PSCN model in the Learning Convolutional Neural Networks for Graphs paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the 2D CNN model in the Graph Classification with 2D Convolutional Neural Networks paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the DGCNN model in the An End-to-End Deep Learning Architecture for Graph Classification paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the GraphSAGE model in the A Fair Comparison of Graph Neural Networks for Graph Classification paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the DGK model in the Deep Graph Kernels paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the SPI-GCN model in the SPI-GCN: A Simple Permutation-Invariant Graph Convolutional Network paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
What metrics were used to measure the DGCNN (sum) model in the An End-to-End Deep Learning Architecture for Graph Classification paper on the IMDb-B dataset? | Accuracy, Accuracy (10-fold), Rand index |
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 HIV dataset? | ROC-AUC |
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? | ROC-AUC |
What metrics were used to measure the GWL_WL model in the Graph Invariant Kernels paper on the FRANKENSTEIN 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 FRANKENSTEIN 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 FRANKENSTEIN dataset? | Accuracy |
What metrics were used to measure the SAGPool_g model in the Self-Attention Graph Pooling paper on the FRANKENSTEIN dataset? | Accuracy |
What metrics were used to measure the SAGPool_h model in the Self-Attention Graph Pooling paper on the FRANKENSTEIN dataset? | Accuracy |
What metrics were used to measure the UPFD-SAGE model in the User Preference-aware Fake News Detection paper on the UPFD-GOS dataset? | Accuracy (%) |
What metrics were used to measure the HGFND model in the Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural Networks paper on the UPFD-GOS dataset? | Accuracy (%) |
What metrics were used to measure the UPFD-GAT model in the User Preference-aware Fake News Detection paper on the UPFD-GOS dataset? | Accuracy (%) |
What metrics were used to measure the UPFD-GCNFN model in the User Preference-aware Fake News Detection paper on the UPFD-GOS dataset? | Accuracy (%) |
What metrics were used to measure the GCNFN model in the User Preference-aware Fake News Detection paper on the UPFD-GOS dataset? | Accuracy (%) |
What metrics were used to measure the UPFD-GCN model in the User Preference-aware Fake News Detection paper on the UPFD-GOS dataset? | Accuracy (%) |
What metrics were used to measure the GNNCL model in the User Preference-aware Fake News Detection paper on the UPFD-GOS dataset? | Accuracy (%) |
What metrics were used to measure the UPFD-BiGCN model in the User Preference-aware Fake News Detection paper on the UPFD-GOS dataset? | Accuracy (%) |
What metrics were used to measure the sKNN-LDS model in the Mutual Information Maximization in Graph Neural Networks paper on the Cora dataset? | Accuracy |
What metrics were used to measure the DSGCN-allfeat model in the Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the TFGW SP (L=2) model in the Template based Graph Neural Network with Optimal Transport Distances paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the Norm-GN model in the A New Perspective on the Effects of Spectrum in Graph Neural Networks paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the GDL-g (SP) model in the Online Graph Dictionary Learning paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the FGW sp model in the Optimal Transport for structured data with application on graphs paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the GFN model in the Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the GIUNet model in the Graph isomorphism UNet paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the GFN-light model in the Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the HGP-SL model in the Hierarchical Graph Pooling with Structure Learning paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the G_Inception model in the When Work Matters: Transforming Classical Network Structures to Graph CNN paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the DUGNN model in the Learning Universal Graph Neural Network Embeddings With Aid Of Transfer Learning paper on the ENZYMES 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 ENZYMES dataset? | Accuracy |
What metrics were used to measure the GraphStar model in the Graph Star Net for Generalized Multi-Task Learning paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the DSGCN-nodelabel model in the Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the EigenGCN-3 model in the Graph Convolutional Networks with EigenPooling paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the S2V (with 2 DiffPool) model in the Hierarchical Graph Representation Learning with Differentiable Pooling paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the GNN (DiffPool) model in the Hierarchical Graph Representation Learning with Differentiable Pooling paper on the ENZYMES dataset? | Accuracy |
What metrics were used to measure the GIC model in the Gaussian-Induced Convolution for Graphs paper on the ENZYMES 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 ENZYMES dataset? | Accuracy |
What metrics were used to measure the WEGL model in the Wasserstein Embedding for Graph Learning paper on the ENZYMES dataset? | Accuracy |
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