iTransformer

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· 2023-10-10
0.458
best: 0.2158 (DeformTime)
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting arXiv:2310.06625
Time Series ForecastingonETTh1 (336) Multivariate
MSE· 2023-10-10
0.487
best: 0.374 (D-PAD)
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting arXiv:2310.06625
Time Series AnalysisonETTh1 (336) Multivariate
MAE· 2023-10-10
0.458
best: 0.2158 (DeformTime)
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting arXiv:2310.06625
Time Series AnalysisonETTh1 (336) Multivariate
MSE· 2023-10-10
0.487
best: 0.374 (D-PAD)
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting arXiv:2310.06625