prompts stringlengths 81 413 | metrics_response stringlengths 0 371 |
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What metrics were used to measure the GenNAS model in the Generic Neural Architecture Search via Regression paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the GAE model in the Guided Evolutionary Neural Architecture Search With Efficient Performance Estimation paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the PRE-NAS model in the PRE-NAS: Predictor-assisted Evolutionary 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 CDARTS model in the Cyclic 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 DU-DARTS model in the DU-DARTS: Decreasing the Uncertainty of 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 DARTS-SaBN model in the Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the DARTS- model in the DARTS-: Robustly Stepping out of Performance Collapse Without Indicators paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the KNAS (k=40) model in the KNAS: Green 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 FairNAS model in the FairNAS: Rethinking Evaluation Fairness of Weight Sharing 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 iDARTS model in the iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the GDAS model in the Searching for A Robust Neural Architecture in Four GPU Hours paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the EPE-NAS (N=10) model in the EPE-NAS: Efficient Performance Estimation Without Training 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 EPE-NAS (N=1000) model in the EPE-NAS: Efficient Performance Estimation Without Training 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 SNAS model in the SNAS: Stochastic 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 EPE-NAS (N=500) model in the EPE-NAS: Efficient Performance Estimation Without Training 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 EPE-NAS (N=100) model in the EPE-NAS: Efficient Performance Estimation Without Training 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 RSPS model in the Random Search and Reproducibility 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 SETN model in the One-Shot Neural Architecture Search via Self-Evaluated Template Network paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the DARTS-V1 model in the paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the ENAS model in the Efficient Neural Architecture Search via Parameters Sharing paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the DARTS-V2 model in the paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the ASE-NAS+ model in the Automatic Subspace Evoking for Efficient 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 CATCH-meta model in the CATCH: Context-based Meta Reinforcement Learning for Transferrable 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 DSNAS model in the DSNAS: Direct Neural Architecture Search without Parameter Retraining paper on the NAS-Bench-201, CIFAR-100 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the NAT-M4 model in the Neural Architecture Transfer paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the DNA-c model in the Blockwisely Supervised Neural Architecture Search with Knowledge Distillation paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
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 CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the NAT-M3 model in the Neural Architecture Transfer paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the NAO model in the paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the SharpSepConvDARTS model in the sharpDARTS: Faster and More Accurate Differentiable Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the MUXNet-m model in the MUXConv: Information Multiplexing in Convolutional Neural Networks paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the NAT-M2 model in the Neural Architecture Transfer paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the iDARTS +ME model in the iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the sharpDARTS model in the sharpDARTS: Faster and More Accurate Differentiable Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the DU-DARTS model in the DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the NoisyDARTS model in the Noisy Differentiable Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the SGAS model in the SGAS: Sequential Greedy Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the Shapley-NAS(best) model in the Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the CATE model in the CATE: Computation-aware Neural Architecture Encoding with Transformers paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the EEEA-Net-C (b=5)+ CO model in the EEEA-Net: An Early Exit Evolutionary Neural Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the DrNAS model in the DrNAS: Dirichlet Neural Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the GDAS (FRC) model in the Searching for A Robust Neural Architecture in Four GPU Hours paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the ZenNet-2.0M model in the Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the PC-DARTS-CIFAR model in the PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the TNASP model in the TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the Soft Parameter Sharing model in the Learning Implicitly Recurrent CNNs Through Parameter Sharing paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the β-DARTS model in the $β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the FairDARTS-a model in the Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the MSR-DARTS model in the MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the arch2vec model in the Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the PC-DARTS model in the PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the NAT-M1 model in the Neural Architecture Transfer paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the DARTS-PRIME model in the DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the SETN (T=1K) + CutOut model in the One-Shot Neural Architecture Search via Self-Evaluated Template Network paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the DARTS (second order) model in the DARTS: Differentiable Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
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 CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the AlphaX-1 (cutout NASNet) model in the AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the DARTS (first order) model in the DARTS: Differentiable Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the NN-MASS- CIFAR-A model in the How does topology of neural architectures impact gradient propagation and model performance? paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the NN-MASS- CIFAR-C model in the How does topology of neural architectures impact gradient propagation and model performance? paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the μDARTS model in the $μ$DARTS: Model Uncertainty-Aware Differentiable Architecture Search paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the Net2 (2) model in the Efficacy of Neural Prediction-Based Zero-Shot NAS paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the Bonsai-Net model in the Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the GDAS model in the Searching for A Robust Neural Architecture in Four GPU Hours paper on the CIFAR-10 dataset? | Top-1 Error Rate, Parameters, FLOPS, Search Time (GPU days) |
What metrics were used to measure the LayerNAS model in the LayerNAS: Neural Architecture Search in Polynomial Complexity paper on the NATS-Bench Topology, ImageNet16-120 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, ImageNet16-120 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, ImageNet16-120 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, ImageNet16-120 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, ImageNet16-120 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, ImageNet16-120 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, ImageNet16-120 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, ImageNet16-120 dataset? | Test Accuracy |
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, ImageNet-16-120 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, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the β-SDARTS-RS model in the $β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the β-RDARTS-L2 model in the $β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search paper on the NAS-Bench-201, ImageNet-16-120 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, ImageNet-16-120 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, ImageNet-16-120 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, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the Local search model in the Exploring the Loss Landscape in Neural Architecture Search paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the NASBOT model in the Neural Architecture Search with Bayesian Optimisation and Optimal Transport paper on the NAS-Bench-201, ImageNet-16-120 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, ImageNet-16-120 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, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
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, ImageNet-16-120 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, ImageNet-16-120 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, ImageNet-16-120 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, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the BANANAS model in the BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search paper on the NAS-Bench-201, ImageNet-16-120 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, ImageNet-16-120 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, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the GEA model in the Guided Evolutionary Neural Architecture Search With Efficient Performance Estimation paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the DU-DARTS model in the DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the DARTS-SaBN model in the Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the GenNAS model in the Generic Neural Architecture Search via Regression paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the REA model in the Regularized Evolution for Image Classifier Architecture Search paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the CDARTS model in the Cyclic Differentiable Architecture Search paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the PRE-NAS model in the PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the DARTS- model in the DARTS-: Robustly Stepping out of Performance Collapse Without Indicators paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the KNAS (k=40) model in the KNAS: Green Neural Architecture Search paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
What metrics were used to measure the SNAS model in the SNAS: Stochastic Neural Architecture Search paper on the NAS-Bench-201, ImageNet-16-120 dataset? | Accuracy (Test), Accuracy (Val), Search time (s) |
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