prompts stringlengths 81 413 | metrics_response stringlengths 0 371 |
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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 D&D 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 D&D 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 D&D dataset? | Accuracy |
What metrics were used to measure the hGANet model in the Graph Representation Learning via Hard and Channel-Wise Attention Networks paper on the D&D dataset? | Accuracy |
What metrics were used to measure the HGP-SL model in the Hierarchical Graph Pooling with Structure Learning paper on the D&D dataset? | Accuracy |
What metrics were used to measure the SEAL-SAGE model in the Semi-Supervised Graph Classification: A Hierarchical Graph Perspective paper on the D&D dataset? | Accuracy |
What metrics were used to measure the GNN (DiffPool) model in the Hierarchical Graph Representation Learning with Differentiable Pooling paper on the D&D dataset? | Accuracy |
What metrics were used to measure the NERO model in the Relation order histograms as a network embedding tool paper on the D&D dataset? | Accuracy |
What metrics were used to measure the U2GNN model in the Universal Graph Transformer Self-Attention Networks paper on the D&D dataset? | Accuracy |
What metrics were used to measure the WWL model in the Wasserstein Weisfeiler-Lehman Graph Kernels paper on the D&D dataset? | Accuracy |
What metrics were used to measure the GraphStar model in the Graph Star Net for Generalized Multi-Task Learning paper on the D&D dataset? | 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 D&D 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 D&D 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 D&D dataset? | Accuracy |
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 D&D 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 D&D 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 D&D 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 D&D dataset? | Accuracy |
What metrics were used to measure the EigenGCN-3 model in the Graph Convolutional Networks with EigenPooling paper on the D&D dataset? | Accuracy |
What metrics were used to measure the WEGL model in the Wasserstein Embedding for Graph Learning paper on the D&D dataset? | Accuracy |
What metrics were used to measure the Weak-supervised ChebyNet model in the Understanding Attention and Generalization in Graph Neural Networks paper on the D&D dataset? | Accuracy |
What metrics were used to measure the GCAPS-CNN model in the Graph Capsule Convolutional Neural Networks paper on the D&D dataset? | Accuracy |
What metrics were used to measure the LDP + distance model in the A simple yet effective baseline for non-attributed graph classification paper on the D&D 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 D&D 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 D&D dataset? | Accuracy |
What metrics were used to measure the DGCNN model in the A Fair Comparison of Graph Neural Networks for Graph Classification paper on the D&D dataset? | Accuracy |
What metrics were used to measure the SAGPool_h model in the Self-Attention Graph Pooling paper on the D&D dataset? | Accuracy |
What metrics were used to measure the PSCN model in the Learning Convolutional Neural Networks for Graphs paper on the D&D dataset? | Accuracy |
What metrics were used to measure the TREE-G model in the TREE-G: Decision Trees Contesting Graph Neural Networks paper on the D&D dataset? | Accuracy |
What metrics were used to measure the SAGPool_g model in the Self-Attention Graph Pooling paper on the D&D dataset? | Accuracy |
What metrics were used to measure the 1-NMFPool model in the A Non-Negative Factorization approach to node pooling in Graph Convolutional Neural Networks paper on the D&D dataset? | Accuracy |
What metrics were used to measure the LDP model in the A simple yet effective baseline for non-attributed graph classification paper on the D&D 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 D&D dataset? | Accuracy |
What metrics were used to measure the CapsGNN model in the Capsule Graph Neural Network paper on the D&D 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 D&D 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 D&D dataset? | Accuracy |
What metrics were used to measure the DGK model in the Deep Graph Kernels paper on the D&D 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 D&D dataset? | Accuracy |
What metrics were used to measure the AWE model in the Anonymous Walk Embeddings paper on the D&D dataset? | Accuracy |
What metrics were used to measure the SF + RFC model in the A Simple Baseline Algorithm for Graph Classification paper on the D&D dataset? | Accuracy |
What metrics were used to measure the CNN model in the IPC: A Benchmark Data Set for Learning with Graph-Structured Data paper on the IPC-lifted dataset? | Accuracy |
What metrics were used to measure the GG-NN model in the Gated Graph Sequence Neural Networks paper on the IPC-lifted 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 Tox21 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 Tox21 dataset? | ROC-AUC |
What metrics were used to measure the TREE-G model in the TREE-G: Decision Trees Contesting Graph Neural Networks paper on the Mutagenicity dataset? | Accuracy |
What metrics were used to measure the HGP-SL model in the Hierarchical Graph Pooling with Structure Learning paper on the Mutagenicity 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 Mutagenicity 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 Mutagenicity dataset? | Accuracy |
What metrics were used to measure the GAM model in the Graph Classification using Structural Attention paper on the NCI33 dataset? | Accuracy |
What metrics were used to measure the IsoNN model in the IsoNN: Isomorphic Neural Network for Graph Representation Learning and Classification paper on the HIV-fMRI-77 dataset? | Accuracy, F1 |
What metrics were used to measure the IsoNN-Fast model in the IsoNN: Isomorphic Neural Network for Graph Representation Learning and Classification paper on the HIV-fMRI-77 dataset? | Accuracy, F1 |
What metrics were used to measure the SDBN model in the Structural Deep Network Embedding paper on the HIV-fMRI-77 dataset? | Accuracy, F1 |
What metrics were used to measure the CNN model in the ImageNet Classification with Deep Convolutional Neural Networks paper on the HIV-fMRI-77 dataset? | Accuracy, F1 |
What metrics were used to measure the GIN model in the How Powerful are Graph Neural Networks? paper on the HIV-fMRI-77 dataset? | Accuracy, F1 |
What metrics were used to measure the AE model in the paper on the HIV-fMRI-77 dataset? | Accuracy, F1 |
What metrics were used to measure the WL model in the paper on the HIV-fMRI-77 dataset? | Accuracy, F1 |
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 Bench-hard 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-Average 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-Average dataset? | Accuracy |
What metrics were used to measure the SW model in the Sliced Wasserstein Kernel for Persistence Diagrams paper on the NEURON-Average 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-Average 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-Average dataset? | Accuracy |
What metrics were used to measure the GNN (DiffPool) model in the Hierarchical Graph Representation Learning with Differentiable Pooling paper on the REDDIT-MULTI-12K 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 REDDIT-MULTI-12K 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 REDDIT-MULTI-12K dataset? | Accuracy |
What metrics were used to measure the Fea2Fea-s3 model in the Fea2Fea: Exploring Structural Feature Correlations via Graph Neural Networks paper on the Pubmed dataset? | Test 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 BBBP 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 BBBP dataset? | ROC-AUC |
What metrics were used to measure the GAM model in the Graph Classification using Structural Attention paper on the NCI-83 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 RE-M12K 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 RE-M12K dataset? | Accuracy |
What metrics were used to measure the 2D CNN model in the Graph Classification with 2D Convolutional Neural Networks paper on the RE-M12K dataset? | Accuracy |
What metrics were used to measure the WEGL model in the Wasserstein Embedding for Graph Learning paper on the RE-M12K dataset? | Accuracy |
What metrics were used to measure the CapsGNN model in the Capsule Graph Neural Network paper on the RE-M12K dataset? | Accuracy |
What metrics were used to measure the DGK model in the Deep Graph Kernels paper on the RE-M12K dataset? | Accuracy |
What metrics were used to measure the GIN-0 model in the How Powerful are Graph Neural Networks? paper on the COX2 dataset? | Accuracy(10-fold) |
What metrics were used to measure the GDL-g (ADJ) model in the Online Graph Dictionary Learning paper on the COX2 dataset? | Accuracy(10-fold) |
What metrics were used to measure the PSCN model in the Learning Convolutional Neural Networks for Graphs paper on the COX2 dataset? | Accuracy(10-fold) |
What metrics were used to measure the SPI-GCN model in the SPI-GCN: A Simple Permutation-Invariant Graph Convolutional Network paper on the SYNTHIE 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 MUV dataset? | ROC-AUC |
What metrics were used to measure the Exphormer model in the Exphormer: Sparse Transformers for Graphs paper on the MalNet-Tiny dataset? | Accuracy |
What metrics were used to measure the GPS model in the Recipe for a General, Powerful, Scalable Graph Transformer paper on the MalNet-Tiny dataset? | Accuracy |
What metrics were used to measure the ViT-PS model in the Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the DRew-GCN+LapPE model in the DRew: Dynamically Rewired Message Passing with Delay paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the GRIT model in the Graph Inductive Biases in Transformers without Message Passing paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the Graph ViT model in the A Generalization of ViT/MLP-Mixer to Graphs paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the GraphMLPMixer model in the A Generalization of ViT/MLP-Mixer to Graphs paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the MGT+WavePE model in the Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Hierarchical Structures paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the PathNN model in the Path Neural Networks: Expressive and Accurate Graph Neural Networks paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the GatedGCN+RWSE+virtual node model in the On the Connection Between MPNN and Graph Transformer paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the Graph Diffuser model in the Diffusing Graph Attention paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the CIN++-500k model in the CIN++: Enhancing Topological Message Passing paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the GPS model in the Recipe for a General, Powerful, Scalable Graph Transformer paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the Exphormer model in the Exphormer: Sparse Transformers for Graphs paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the SAN+RWSE model in the Long Range Graph Benchmark paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the SAN+LapPE model in the Long Range Graph Benchmark paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the Transformer+LapPE model in the Long Range Graph Benchmark paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the GatedGCN+RWSE model in the Long Range Graph Benchmark paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the GIN model in the How Powerful are Graph Neural Networks? paper on the Peptides-func dataset? | AP, AUROC |
What metrics were used to measure the GCN model in the Long Range Graph Benchmark paper on the Peptides-func dataset? | AP, AUROC |
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