ResearchBenchmarksImage Classification on CIFAR-100 (test) (ANEC Metrics)Image Classification on CIFAR-100 (test) (ANEC Metrics)Follow44.3Accuracy (ANEC-5)HypCBM19.44425.89732.3538.803May 7, 2026Evaluation resultsMethodMethodLinksAccuracy (ANEC-5)Accuracy (ANEC-10)Accuracy (ANEC-20)Accuracy (ANEC-50)Accuracy (ANEC-100)Peak AccuracyHypCBMBackbone=HyCoCLIP-20MBackbone=HyCoCLIP-20M2026.0544.354.460.969.771.872.2LF-CBMBackbone=CLIP-20MBackbone=CLIP-20M2026.0539.748.955.460.664.567.9LF-CBMBackbone=CLIP-400MBackbone=CLIP-400M2026.05285863.964.76771.3LF-CBMBackbone=HyCoCLIP-20MBackbone=HyCoCLIP-20M2026.0525.634.656.361.662.669.5LF-CBMBackbone=CLIPRE-400MBackbone=CLIPRE-400M2026.0520.42631.746.658.370.2