UniTime

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

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· 2023-10-15
0.407
best: 0.2158 (DeformTime)
SOTA
UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting arXiv:2310.09751
Time Series AnalysisonETTh1 (336) Multivariate
MAE· 2023-10-15
0.407
best: 0.2158 (DeformTime)
SOTA
UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting arXiv:2310.09751
Time Series ForecastingonETTh1 (336) Multivariate
MSE· 2023-10-15
0.398
best: 0.374 (D-PAD)
UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting arXiv:2310.09751
Time Series AnalysisonETTh1 (336) Multivariate
MSE· 2023-10-15
0.398
best: 0.374 (D-PAD)
UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting arXiv:2310.09751