Transformer based models for time-series forecasting have shown promising performance and during the past few years different Transformer variants have been proposed in time-series forecasting domain.

In the era of big data, systems and entities continuously evolve, generating vast amounts of time series data across various fields. Analyzing these data is crucial for extracting valuable information ...