prompts stringlengths 81 413 | metrics_response stringlengths 0 371 |
|---|---|
What metrics were used to measure the SNLST model in the Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections paper on the ECG dataset? | Accuracy, NLL |
What metrics were used to measure the GP-Sig-GRU model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the ECG dataset? | Accuracy, NLL |
What metrics were used to measure the GP-Sig-LSTM model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the ECG dataset? | Accuracy, NLL |
What metrics were used to measure the GP-LSTM model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the ECG dataset? | Accuracy, NLL |
What metrics were used to measure the GP-KConv1D model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the ECG dataset? | Accuracy, NLL |
What metrics were used to measure the GP-GRU model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the ECG dataset? | Accuracy, NLL |
What metrics were used to measure the MALSTM-FCN model in the Multivariate LSTM-FCNs for Time Series Classification paper on the LP4 dataset? | Accuracy |
What metrics were used to measure the FCN-SNLST model in the Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections paper on the PEMS dataset? | Accuracy, NLL |
What metrics were used to measure the GP-Sig model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the PEMS dataset? | Accuracy, NLL |
What metrics were used to measure the GP-KConv1D model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the PEMS dataset? | Accuracy, NLL |
What metrics were used to measure the GP-Sig-GRU model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the PEMS dataset? | Accuracy, NLL |
What metrics were used to measure the GP-GRU model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the PEMS dataset? | Accuracy, NLL |
What metrics were used to measure the GP-Sig-LSTM model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the PEMS dataset? | Accuracy, NLL |
What metrics were used to measure the SNLST model in the Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections paper on the PEMS dataset? | Accuracy, NLL |
What metrics were used to measure the GP-LSTM model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the PEMS dataset? | Accuracy, NLL |
What metrics were used to measure the R_DST_Ensemble model in the Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets paper on the Wafer dataset? | Accuracy, NLL, Accuracy(30-fold) |
What metrics were used to measure the GP-GRU model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the Wafer dataset? | Accuracy, NLL, Accuracy(30-fold) |
What metrics were used to measure the MALSTM-FCN model in the Multivariate LSTM-FCNs for Time Series Classification paper on the Wafer dataset? | Accuracy, NLL, Accuracy(30-fold) |
What metrics were used to measure the FCN-SNLST model in the Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections paper on the Wafer dataset? | Accuracy, NLL, Accuracy(30-fold) |
What metrics were used to measure the GP-Sig-LSTM model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the Wafer dataset? | Accuracy, NLL, Accuracy(30-fold) |
What metrics were used to measure the GP-KConv1D model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the Wafer dataset? | Accuracy, NLL, Accuracy(30-fold) |
What metrics were used to measure the SNLST model in the Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections paper on the Wafer dataset? | Accuracy, NLL, Accuracy(30-fold) |
What metrics were used to measure the GP-Sig-GRU model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the Wafer dataset? | Accuracy, NLL, Accuracy(30-fold) |
What metrics were used to measure the GP-LSTM model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the Wafer dataset? | Accuracy, NLL, Accuracy(30-fold) |
What metrics were used to measure the GP-Sig model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the Wafer dataset? | Accuracy, NLL, Accuracy(30-fold) |
What metrics were used to measure the GP-Sig-LSTM model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the DigitShapes dataset? | Accuracy, NLL |
What metrics were used to measure the GP-LSTM model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the DigitShapes dataset? | Accuracy, NLL |
What metrics were used to measure the GP-Sig model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the DigitShapes dataset? | Accuracy, NLL |
What metrics were used to measure the GP-Sig-GRU model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the DigitShapes dataset? | Accuracy, NLL |
What metrics were used to measure the GP-KConv1D model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the DigitShapes dataset? | Accuracy, NLL |
What metrics were used to measure the MALSTM-FCN model in the Multivariate LSTM-FCNs for Time Series Classification paper on the DigitShapes dataset? | Accuracy, NLL |
What metrics were used to measure the SNLST model in the Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections paper on the DigitShapes dataset? | Accuracy, NLL |
What metrics were used to measure the FCN-SNLST model in the Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections paper on the DigitShapes dataset? | Accuracy, NLL |
What metrics were used to measure the GP-GRU model in the Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances paper on the DigitShapes dataset? | Accuracy, NLL |
What metrics were used to measure the MUSE model in the Multivariate Time Series Classification with WEASEL+MUSE paper on the AATLD Gesture Recognition dataset? | Absolute Time (ms) |
What metrics were used to measure the MALSTM-FCN model in the Multivariate LSTM-FCNs for Time Series Classification paper on the LP2 dataset? | Accuracy |
What metrics were used to measure the CMU-DEM model in the CVaR-based Flight Energy Risk Assessment for Multirotor UAVs using a Deep Energy Model paper on the Data Collected with Package Delivery Quadcopter Drone dataset? | Average mean absolute error |
What metrics were used to measure the LSTM model in the Evaluation of deep learning models for multi-step ahead time series prediction paper on the Sunspot dataset? | RMSE |
What metrics were used to measure the PatchMixer model in the PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting paper on the ETTh1 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the SegRNN model in the SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting paper on the ETTh1 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the DLinear model in the Are Transformers Effective for Time Series Forecasting? paper on the ETTh1 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the NLinear model in the Are Transformers Effective for Time Series Forecasting? paper on the ETTh1 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the TiDE model in the Long-term Forecasting with TiDE: Time-series Dense Encoder paper on the ETTh1 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the PatchTST/64 model in the A Time Series is Worth 64 Words: Long-term Forecasting with Transformers paper on the ETTh1 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the FiLM model in the FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting paper on the ETTh1 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the SCINet model in the SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction paper on the ETTh1 (24) Univariate dataset? | MSE, MAE |
What metrics were used to measure the QuerySelector model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh1 (24) Univariate dataset? | MSE, MAE |
What metrics were used to measure the Informer model in the Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting paper on the ETTh1 (24) Univariate dataset? | MSE, MAE |
What metrics were used to measure the Transformer model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh1 (24) Univariate dataset? | MSE, MAE |
What metrics were used to measure the SCINet model in the SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction paper on the ETTh1 (24) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the QuerySelector model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh1 (24) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the Transformer model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh1 (24) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the Informer model in the Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting paper on the ETTh1 (24) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the SegRNN model in the SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting paper on the ETTh1 (96) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the PatchMixer model in the PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting paper on the ETTh1 (96) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the PatchTST/64 model in the A Time Series is Worth 64 Words: Long-term Forecasting with Transformers paper on the ETTh1 (96) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the FiLM model in the FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting paper on the ETTh1 (96) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the TiDE model in the Long-term Forecasting with TiDE: Time-series Dense Encoder paper on the ETTh1 (96) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the PatchMixer model in the PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting paper on the ETTh2 (192) Univariate dataset? | MSE, MAE |
What metrics were used to measure the SegRNN model in the SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting paper on the ETTh2 (192) Univariate dataset? | MSE, MAE |
What metrics were used to measure the NLinear model in the Are Transformers Effective for Time Series Forecasting? paper on the ETTh2 (192) Univariate dataset? | MSE, MAE |
What metrics were used to measure the PatchTST/64 model in the A Time Series is Worth 64 Words: Long-term Forecasting with Transformers paper on the ETTh2 (192) Univariate dataset? | MSE, MAE |
What metrics were used to measure the DLinear model in the Are Transformers Effective for Time Series Forecasting? paper on the ETTh2 (192) Univariate dataset? | MSE, MAE |
What metrics were used to measure the FiLM model in the FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting paper on the ETTh2 (192) Univariate dataset? | MSE, MAE |
What metrics were used to measure the Informer model in the Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting paper on the ETTh2 (168) Univariate dataset? | MSE, MAE |
What metrics were used to measure the SCINet model in the SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction paper on the ETTh2 (168) Univariate dataset? | MSE, MAE |
What metrics were used to measure the QuerySelector model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh2 (168) Univariate dataset? | MSE, MAE |
What metrics were used to measure the Transformer model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh2 (168) Univariate dataset? | MSE, MAE |
What metrics were used to measure the PatchMixer model in the PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting paper on the ETTh2 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the SegRNN model in the SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting paper on the ETTh2 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the TiDE model in the Long-term Forecasting with TiDE: Time-series Dense Encoder paper on the ETTh2 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the PatchTST/64 model in the A Time Series is Worth 64 Words: Long-term Forecasting with Transformers paper on the ETTh2 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the NLinear model in the Are Transformers Effective for Time Series Forecasting? paper on the ETTh2 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the FiLM model in the FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting paper on the ETTh2 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the DLinear model in the Are Transformers Effective for Time Series Forecasting? paper on the ETTh2 (192) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the SCINet model in the SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction paper on the ETTh2 (48) Univariate dataset? | MSE, MAE |
What metrics were used to measure the Informer model in the Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting paper on the ETTh2 (48) Univariate dataset? | MSE, MAE |
What metrics were used to measure the QuerySelector model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh2 (48) Univariate dataset? | MSE, MAE |
What metrics were used to measure the Transformer model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh2 (48) Univariate dataset? | MSE, MAE |
What metrics were used to measure the SCINet model in the SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction paper on the ETTh2 (168) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the Informer model in the Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting paper on the ETTh2 (168) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the Transformer model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh2 (168) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the QuerySelector model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh2 (168) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the SCINet model in the SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction paper on the ETTh2 (48) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the Informer model in the Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting paper on the ETTh2 (48) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the QuerySelector model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh2 (48) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the Transformer model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh2 (48) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the SCINet model in the SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction paper on the ETTh2 (24) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the QuerySelector model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh2 (24) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the Transformer model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh2 (24) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the Informer model in the Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting paper on the ETTh2 (24) Multivariate dataset? | MSE, MAE |
What metrics were used to measure the STGCN-Cov model in the Conditional Temporal Neural Processes with Covariance Loss paper on the PeMSD7 dataset? | 9 steps MAE |
What metrics were used to measure the STGCN(Cheb) model in the Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting paper on the PeMSD7 dataset? | 9 steps MAE |
What metrics were used to measure the STGCN(1st) model in the Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting paper on the PeMSD7 dataset? | 9 steps MAE |
What metrics were used to measure the FC-LSTM model in the Sequence to Sequence Learning with Neural Networks paper on the PeMSD7 dataset? | 9 steps MAE |
What metrics were used to measure the Linear Support Victor Regression model in the paper on the PeMSD7 dataset? | 9 steps MAE |
What metrics were used to measure the Feed-Forward Neural Network model in the paper on the PeMSD7 dataset? | 9 steps MAE |
What metrics were used to measure the Auto-Regressive Integrated Moving Average model in the paper on the PeMSD7 dataset? | 9 steps MAE |
What metrics were used to measure the SCINet model in the SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction paper on the ETTh1 (168) Univariate dataset? | MSE, MAE |
What metrics were used to measure the QuerySelector model in the Long-term series forecasting with Query Selector -- efficient model of sparse attention paper on the ETTh1 (168) Univariate dataset? | MSE, MAE |
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