ResearchBenchmarksBird-species classification on CUBICC Caption RepresentationBird-species classification on CUBICC Caption RepresentationFollow0.635Joint InformationCMVAE0.46340.507950.55250.59705Jun 11, 2026Evaluation resultsMethodMethodLinksJoint InformationShared InformationPrivate InformationCMVAE2026.060.6350.6220.233MMVAE+2026.060.630.6120.231Hölder+2026.060.620.5920.237CHölder+2026.060.590.5610.251CHölder++2026.060.5820.5740.2Hölder++2026.060.5590.5460.207DCMEM2026.060.470.2890.39