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ResearchFormerly WizWand

Hierarchical Open-set Classification on SimpleHierImageNet OOD (test)

2.36BMHDSSL (per depth)
0.51920.99711.4751.9529Jan 23, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SSL (per depth)Labels per class=102026.012.36
SSL (per depth)Labels per class=202026.012.07
Supervised onlyLabels per class=102026.011.88
SSL (Node PLs)Labels per class=102026.011.8
SemiHOCLabels per class=102026.011.79
Supervised onlyLabels per class=202026.011.73
SSL (per depth)Labels per class=502026.011.7
SSL (Node PLs)Labels per class=202026.011.66
Supervised onlyLabels per class=502026.011.65
SemiHOCLabels per class=202026.011.64
SSL (Node PLs)Labels per class=502026.011.58
SemiHOCLabels per class=502026.011.55
Sup. (all ID labels)Labels per class=102026.011.36
Sup. (all ID labels)Labels per class=202026.011.36
Sup. (all ID labels)Labels per class=502026.011.36
SSL (SPL oracle)Labels per class=102026.010.59
SSL (SPL oracle)Labels per class=202026.010.59
SSL (SPL oracle)Labels per class=502026.010.59