That was sponsorship eligibility means your sponsor is eligible to sponsor you.
This eligibility in progress is about your eligibility to be checked before you get PR.
Anyone has recent timeline update of PR dependent (spouse sponsored)? I applied through paper-based and it was sent to Sydney office in June-2022. No updates yet.