prompts stringlengths 81 413 | metrics_response stringlengths 0 371 |
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What metrics were used to measure the b-DARTS (CIFAR-10) model in the $β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the DenseNAS-Large model in the Densely Connected Search Space for More Flexible Neural Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the sharpDARTS model in the sharpDARTS: Faster and More Accurate Differentiable Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the FBNetV2-F4 model in the FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the GAEA PC-DARTS model in the Geometry-Aware Gradient Algorithms for Neural Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the GATES model in the A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the SGAS model in the SGAS: Sequential Greedy Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the DU-DARTS model in the DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the HardcoreNAS_A model in the HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the PC-DARTS (ImageNet) model in the PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the SCARLET-C model in the SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the EvNAS-B model in the Evolving Neural Architecture Using One Shot Model paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the EvNAS-A model in the Evolving Neural Architecture Using One Shot Model paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the LayerNAS-220M model in the LayerNAS: Neural Architecture Search in Polynomial Complexity paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the AlphaX-1 model in the AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the ISyNet-N0 model in the ISyNet: Convolutional Neural Networks design for AI accelerator paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the Evo-NAS model in the paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the FairNAS-A model in the FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the MUXNet-m model in the MUXConv: Information Multiplexing in Convolutional Neural Networks paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the iDARTS (ImageNet) model in the iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the ProxylesNAS model in the ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the FairNAS-B model in the FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the EvNAS-C model in the Evolving Neural Architecture Using One Shot Model paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the SharpSepConvDARTS model in the sharpDARTS: Faster and More Accurate Differentiable Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the iDARTS (CIFAR-10) model in the iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the RandWire-WS (small) model in the Exploring Randomly Wired Neural Networks for Image Recognition paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the FairNAS-C model in the FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the EEEA-Net-C1 (b=7) (our) model in the EEEA-Net: An Early Exit Evolutionary Neural Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the MemNAS model in the MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the GDAS model in the paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the NN-MASS-B model in the How does topology of neural architectures impact gradient propagation and model performance? paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the DARTS model in the DARTS: Differentiable Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the FBNetV2-F3 model in the FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the NN-MASS-A model in the How does topology of neural architectures impact gradient propagation and model performance? paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the MUXNet-s model in the MUXConv: Information Multiplexing in Convolutional Neural Networks paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the NASGEP model in the Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the LayerNAS-60M model in the LayerNAS: Neural Architecture Search in Polynomial Complexity paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the FBNetV2-F1 model in the FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the MUXNet-xs model in the MUXConv: Information Multiplexing in Convolutional Neural Networks paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the SPOS (ProxylessNAS (GPU) latency) model in the Single Path One-Shot Neural Architecture Search with Uniform Sampling paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the SPOS (FBNet-C latency) model in the Single Path One-Shot Neural Architecture Search with Uniform Sampling paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the SPOS (block search + channel search) model in the Single Path One-Shot Neural Architecture Search with Uniform Sampling paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the PNAS model in the Progressive Neural Architecture Search paper on the ImageNet dataset? | Top-1 Error Rate, Accuracy, Params, MACs, FLOPs |
What metrics were used to measure the NAT-M4 model in the Neural Architecture Transfer paper on the FGVC Aircraft dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M3 model in the Neural Architecture Transfer paper on the FGVC Aircraft dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M2 model in the Neural Architecture Transfer paper on the FGVC Aircraft dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M1 model in the Neural Architecture Transfer paper on the FGVC Aircraft dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M4 model in the Neural Architecture Transfer paper on the DTD dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M3 model in the Neural Architecture Transfer paper on the DTD dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M2 model in the Neural Architecture Transfer paper on the DTD dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M1 model in the Neural Architecture Transfer paper on the DTD dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the BossNAS model in the BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search paper on the NATS-Bench Size, CIFAR-10 dataset? | Kendall's Tau, Spearman's Rho, Pearson R, Acc. (test), Test Accuracy, Validation Accuracy |
What metrics were used to measure the LayerNAS model in the LayerNAS: Neural Architecture Search in Polynomial Complexity paper on the NATS-Bench Size, CIFAR-10 dataset? | Kendall's Tau, Spearman's Rho, Pearson R, Acc. (test), Test Accuracy, Validation Accuracy |
What metrics were used to measure the LayerNAS model in the LayerNAS: Neural Architecture Search in Polynomial Complexity paper on the NAS-Bench-101 dataset? | Accuracy (%), Spearman Correlation |
What metrics were used to measure the Improved FireFly Algorithme model in the Improving Neural Architecture Search by Mixing a FireFly algorithm with a Training Free Evaluation paper on the NAS-Bench-101 dataset? | Accuracy (%), Spearman Correlation |
What metrics were used to measure the FireFly model in the Improving Neural Architecture Search by Mixing a FireFly algorithm with a Training Free Evaluation paper on the NAS-Bench-101 dataset? | Accuracy (%), Spearman Correlation |
What metrics were used to measure the GenNAS model in the Generic Neural Architecture Search via Regression paper on the NAS-Bench-101 dataset? | Accuracy (%), Spearman Correlation |
What metrics were used to measure the NAT-M4 model in the Neural Architecture Transfer paper on the Oxford 102 Flowers dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M3 model in the Neural Architecture Transfer paper on the Oxford 102 Flowers dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M2 model in the Neural Architecture Transfer paper on the Oxford 102 Flowers dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M1 model in the Neural Architecture Transfer paper on the Oxford 102 Flowers dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M4 model in the Neural Architecture Transfer paper on the STL-10 dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M3 model in the Neural Architecture Transfer paper on the STL-10 dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M2 model in the Neural Architecture Transfer paper on the STL-10 dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M1 model in the Neural Architecture Transfer paper on the STL-10 dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M4 model in the Neural Architecture Transfer paper on the CINIC-10 dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M3 model in the Neural Architecture Transfer paper on the CINIC-10 dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M2 model in the Neural Architecture Transfer paper on the CINIC-10 dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NAT-M1 model in the Neural Architecture Transfer paper on the CINIC-10 dataset? | Accuracy (%), FLOPS, PARAMS |
What metrics were used to measure the NASLung (ours) model in the Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification paper on the LIDC-IDRI dataset? | F1 score, Specificity (VEB+) |
What metrics were used to measure the LayerNAS model in the LayerNAS: Neural Architecture Search in Polynomial Complexity paper on the NATS-Bench Topology, CIFAR-100 dataset? | Test Accuracy |
What metrics were used to measure the PPO (Schulman et al., 2017) model in the Proximal Policy Optimization Algorithms paper on the NATS-Bench Topology, CIFAR-100 dataset? | Test Accuracy |
What metrics were used to measure the EigenNas (Zhu et al., 2022) model in the Generalization Properties of NAS under Activation and Skip Connection Search paper on the NATS-Bench Topology, CIFAR-100 dataset? | Test Accuracy |
What metrics were used to measure the RE (Real et al., 2019) model in the Regularized Evolution for Image Classifier Architecture Search paper on the NATS-Bench Topology, CIFAR-100 dataset? | Test Accuracy |
What metrics were used to measure the TE-NAS (Chen et al., 2021) model in the Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective paper on the NATS-Bench Topology, CIFAR-100 dataset? | Test Accuracy |
What metrics were used to measure the NASI (Shu et al., 2021) model in the NASI: Label- and Data-agnostic Neural Architecture Search at Initialization paper on the NATS-Bench Topology, CIFAR-100 dataset? | Test Accuracy |
What metrics were used to measure the FairNAS (Chu et al., 2021) model in the FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search paper on the NATS-Bench Topology, CIFAR-100 dataset? | Test Accuracy |
What metrics were used to measure the KNAS (Xu et al., 2021) model in the KNAS: Green Neural Architecture Search paper on the NATS-Bench Topology, CIFAR-100 dataset? | Test Accuracy |
What metrics were used to measure the Sparse Neural Network model in the Structural Analysis of Sparse Neural Networks paper on the MNIST dataset? | R2 |
What metrics were used to measure the LayerNAS model in the LayerNAS: Neural Architecture Search in Polynomial Complexity paper on the NATS-Bench Topology, CIFAR-10 dataset? | Test Accuracy |
What metrics were used to measure the RE (Real et al., 2019) model in the Regularized Evolution for Image Classifier Architecture Search paper on the NATS-Bench Topology, CIFAR-10 dataset? | Test Accuracy |
What metrics were used to measure the PPO (Schulman et al., 2017) model in the Proximal Policy Optimization Algorithms paper on the NATS-Bench Topology, CIFAR-10 dataset? | Test Accuracy |
What metrics were used to measure the TE-NAS (Chen et al., 2021) model in the Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective paper on the NATS-Bench Topology, CIFAR-10 dataset? | Test Accuracy |
What metrics were used to measure the NASI (Shu et al., 2021) model in the NASI: Label- and Data-agnostic Neural Architecture Search at Initialization paper on the NATS-Bench Topology, CIFAR-10 dataset? | Test Accuracy |
What metrics were used to measure the EigenNas (Zhu et al., 2022) model in the Generalization Properties of NAS under Activation and Skip Connection Search paper on the NATS-Bench Topology, CIFAR-10 dataset? | Test Accuracy |
What metrics were used to measure the FairNAS (Chu et al., 2021) model in the FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search paper on the NATS-Bench Topology, CIFAR-10 dataset? | Test Accuracy |
What metrics were used to measure the KNAS (Xu et al., 2021) model in the KNAS: Green Neural Architecture Search paper on the NATS-Bench Topology, CIFAR-10 dataset? | Test Accuracy |
What metrics were used to measure the β-DARTS model in the $β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the Shapley-NAS model in the Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the DrNAS model in the DrNAS: Dirichlet Neural Architecture Search paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the AG-Net model in the Learning Where To Look -- Generative NAS is Surprisingly Efficient paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the Λ-DARTS model in the $Λ$-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the CR-LSO model in the CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the GAEA DARTS (ERM) model in the Geometry-Aware Gradient Algorithms for Neural Architecture Search paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the arch2vec model in the Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the α-DARTS model in the $α$ DARTS Once More: Enhancing Differentiable Architecture Search by Masked Image Modeling paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the TNAS model in the When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the BaLeNAS-TF model in the BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the RF-DARTS model in the Differentiable Architecture Search with Random Features paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the NAR model in the Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
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