Somehow I missed that one. Are there any competition on this?

I always had difficulties with ML and time series, I'll need to try that out.

There are some other transformer based models on the GIFT leaderboard: https://huggingface.co/spaces/Salesforce/GIFT-Eval

https://www.datadoghq.com/blog/datadog-time-series-foundatio...

https://moment-timeseries-foundation-model.github.io/

https://arxiv.org/abs/2403.07815

A friend at work used one to predict when our CEO would post in Slack, which is verry entertaining to see if correct.

https://www.opentslm.com/

there is TabPFN [1] which also has time series capabilities.

[1] https://priorlabs.ai/tabpfn