Exclude woocommerce filter from caching

I have set up an onlineshop with woocommerce. There are several filter options aivailable within a product category. After having selected a filter option, this filter is always shown as active. Even when I remove the filter. It seems that the filter is stuck in cache. When I clear the cache, the filter disappears.

is there any option to exclude woocommerce filters from cache?

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