ResearchBenchmarksLong-tail Recognition on RareBenchLong-tail Recognition on RareBenchFollow85.6Conditional Hit@1REPAIR58.35265.42672.579.574Apr 2, 2026Evaluation resultsMethodMethodLinksConditional Hit@1Recall@10Unconditional Hit@1Conditional Rare Hit@1Unconditional Rare Hit@1REPAIRk=10k=102026.0485.6—36.281.234.3Classwisek=10k=102026.0466.2—2854.122.9LogitAdjk=10k=102026.0462.5—26.452.922.4Basek=10k=102026.0459.442.325.141.217.4