Try to edit the file woodmart\inc\widgets\class-widget-layered-nav.php and replace the function get_page_base_url with the following code

protected function get_page_base_url() {
			if ( woodmart_is_shop_on_front() ) {
				$link = home_url();
			} elseif ( is_shop() ) {
				$link = get_permalink( wc_get_page_id( 'shop' ) );
			} elseif ( is_product_category() ) {
				$link = get_term_link( get_query_var( 'product_cat' ), 'product_cat' );
			} elseif ( is_product_tag() ) {
				$link = get_term_link( get_query_var( 'product_tag' ), 'product_tag' );
			} else {
				$queried_object = get_queried_object();
				$link           = get_term_link( $queried_object->slug, $queried_object->taxonomy );
			}
			// Min/Max.
			if ( isset( $_GET['min_price'] ) ) {
				$link = add_query_arg( 'min_price', wc_clean( wp_unslash( $_GET['min_price'] ) ), $link );
			}
			if ( isset( $_GET['max_price'] ) ) {
				$link = add_query_arg( 'max_price', wc_clean( wp_unslash( $_GET['max_price'] ) ), $link );
			}
			// Order by.
			if ( isset( $_GET['orderby'] ) ) {
				$link = add_query_arg( 'orderby', wc_clean( wp_unslash( $_GET['orderby'] ) ), $link );
			}
			/**
			 * Search Arg.
			 * To support quote characters, first they are decoded from " entities, then URL encoded.
			 */
			if ( get_search_query() ) {
				$link = add_query_arg( 's', rawurlencode( htmlspecialchars_decode( get_search_query() ) ), $link );
			}
			// Post Type Arg
			if ( isset( $_GET['post_type'] ) ) {
				$link = add_query_arg( 'post_type', wc_clean( wp_unslash( $_GET['post_type'] ) ), $link );
				// Prevent post type and page id when pretty permalinks are disabled.
				if ( is_shop() ) {
					$link = remove_query_arg( 'page_id', $link );
				}
			}
			// Min Rating Arg
			if ( isset( $_GET['rating_filter'] ) ) {
				$link = add_query_arg( 'rating_filter', wc_clean( wp_unslash( $_GET['rating_filter'] ) ), $link );
			}
			// All current filters.
			if ( $_chosen_attributes = WC_Query::get_layered_nav_chosen_attributes() ) { // phpcs:ignore Squiz.PHP.DisallowMultipleAssignments.Found, WordPress.CodeAnalysis.AssignmentInCondition.Found
				foreach ( $_chosen_attributes as $name => $data ) {
					$filter_name = wc_attribute_taxonomy_slug( $name );
					if ( ! empty( $data['terms'] ) ) {
						$link = add_query_arg( 'filter_' . $filter_name, implode( ',', $data['terms'] ), $link );
					}
					if ( 'or' === $data['query_type'] ) {
						$link = add_query_arg( 'query_type_' . $filter_name, 'or', $link );
					}
				}
			}
			return apply_filters( 'woocommerce_widget_get_current_page_url', $link, $this );
		}