ResearchBenchmarksLong-tail Recognition on iNaturalistLong-tail Recognition on iNaturalistFollow49Conditional Hit@1LogitAdj46.9247.464848.54Apr 2, 2026Evaluation resultsMethodMethodLinksConditional Hit@1Recall@10Unconditional Hit@1Conditional Rare Hit@1Unconditional Rare Hit@1LogitAdjk=10k=102026.0449—18.541.715.8REPAIRk=10k=102026.0449—18.542.215.9Classwisek=10k=102026.0448.8—18.541.115.6Basek=10k=102026.044737.817.837.514.2