ResearchBenchmarksFine-grained Classification on CUB-200-2011 Nc=317 (test)Fine-grained Classification on CUB-200-2011 Nc=317 (test)Follow13.5Top-5 AccuracyHypCBM2.4765.3388.211.062May 7, 2026Evaluation resultsMethodMethodLinksTop-5 AccuracyTop-10 AccuracyTop-20 AccuracyTop-50 AccuracyTop-100 AccuracyPeak AccuracyLinear Probing AccuracyHypCBMBackbone=HyCoCLIP-20MBackbone=HyCoCLIP-20M2026.0513.520.825.836.843.645.358.7LF-CBMBackbone=CLIP-20MBackbone=CLIP-20M2026.056.41117.730.840.741.856.5LF-CBMBackbone=CLIP-400MBackbone=CLIP-400M2026.056.216.431.245.150.25581.8LF-CBMBackbone=HyCoCLIP-20MBackbone=HyCoCLIP-20M2026.052.94.37.315.121.928.158.7