Abstract: Highlights•The first review of complementary label learning.•A novel categorization of CLL algorithms.•Comprehensive experimental evaluation of SOTA methods.•Delve into various extensions of complementary label learning.•Elucidate the connections between CLL and other learning paradigms.
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