STID

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

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

Time Series4 results

Traffic PredictiononLargeST
CA MAE· 2022-08-10
18.41
best: 17.35 (PatchSTG)
SOTA
Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting arXiv:2208.05233
Traffic PredictiononLargeST
GBA MAE· 2022-08-10
20.22
best: 19.5 (PatchSTG)
SOTA
Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting arXiv:2208.05233
Traffic PredictiononLargeST
GLA MAE· 2022-08-10
19.76
best: 18.96 (PatchSTG)
SOTA
Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting arXiv:2208.05233
Traffic PredictiononLargeST
SD MAE· 2022-08-10
17.86
best: 16.9 (PatchSTG)
Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting arXiv:2208.05233