GridTST

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series4 results

Time Series ForecastingonETTh1 (336) Multivariate
MAE· 2024-05-22
0.44
best: 0.2158 (DeformTime)
Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers arXiv:2405.13810
Time Series ForecastingonETTh1 (336) Multivariate
MSE· 2024-05-22
0.436
best: 0.374 (D-PAD)
Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers arXiv:2405.13810
Time Series AnalysisonETTh1 (336) Multivariate
MAE· 2024-05-22
0.44
best: 0.2158 (DeformTime)
Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers arXiv:2405.13810
Time Series AnalysisonETTh1 (336) Multivariate
MSE· 2024-05-22
0.436
best: 0.374 (D-PAD)
Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers arXiv:2405.13810