Standard Chartered PLC has dropped out as a bidder in the contest to buy ING Groep NV's Swiss and Asian private banking business, according to people familiar with the situation.

HSBC Holdings PLC, Swiss wealth manager Julius Baer Holding AG and Singapore's DBS Group Holdings Ltd. are among other bidders that submitted binding offers, according to people familiar with the situation. The sale could fetch nearly $2 billion.