> Realistically I think time series is incredibly diverse, and results are going to be highly dependent on which dataset was cherry-picked for benchmarking Tha

> Realistically I think time series is incredibly diverse, and results are going to be highly dependent on which dataset was cherry-picked for benchmarking That's exactly right it is bearly one step above playing "guess which number I'm thinking of" and acting amazed that if you play long enough you'll witness an occasional winning streak. My god, model has learned to read your mind! ;) This smacks of when very serious soviet scientists ran Telekinesis experiments and all manner of cold reading and charlatans. https://en.wikipedia.org/wiki/Telekinesis https://en.wikipedia.org/wiki/Telekinesis Somebody should come up with a decoder-only foundation model for bending-spoons. Interesting reading: https://www.kaggle.com/competitions/m5-forecasting-accuracy/overview https://www.kaggle.com/competitions/m5-forecasting-accuracy/...