ResearchBenchmarksGeneralized Category Discovery on CUB 200 2011Follow2,910Class CountSMILE42.72787.111,531.52,275.89Mar 9, 2026Evaluation ResultsMethodMethodLinksClass CountOverall Performance ScoreAccuracy (Known)Accuracy (Novel)SMILEBit-width=64bitBit-width=64bit2026.032,91022.645.311.2SMILEBit-width=32bitBit-width=32bit2026.032,14627.35215SMILEBit-width=16bitBit-width=16bit2026.0392431.952.721.5PHEBit-width=64bitBit-width=64bit2026.0349338.160.127.2PHEBit-width=32bitBit-width=32bit2026.0347438.559.927.8PHEBit-width=16bitBit-width=16bit2026.0331837.657.427.6TALON2026.0315345.560.737.8