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ResearchFormerly WizWand

Hierarchical Open-set Classification on SimpleHierImageNet Mixed ID+OOD (test)

1.65BMHDSSL (per depth)
0.53720.82611.1151.4039Jan 23, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SSL (per depth)Labels per class=102026.011.65
SSL (per depth)Labels per class=202026.011.47
Supervised onlyLabels per class=102026.011.35
SSL (Node PLs)Labels per class=102026.011.31
SemiHOCLabels per class=102026.011.31
Supervised onlyLabels per class=202026.011.23
SSL (Node PLs)Labels per class=202026.011.19
SSL (per depth)Labels per class=502026.011.19
SemiHOCLabels per class=202026.011.18
Supervised onlyLabels per class=502026.011.17
SSL (Node PLs)Labels per class=502026.011.13
SemiHOCLabels per class=502026.011.12
Sup. (all ID labels)Labels per class=102026.011.05
Sup. (all ID labels)Labels per class=202026.011.05
Sup. (all ID labels)Labels per class=502026.011.05
SSL (SPL oracle)Labels per class=102026.010.58
SSL (SPL oracle)Labels per class=202026.010.58
SSL (SPL oracle)Labels per class=502026.010.58