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ResearchFormerly WizWand

Hierarchical Open-set Classification on iNaturalist19 OOD (test)

1.11BMHDSSL (per depth)
0.34040.54020.740.9398Jan 23, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SSL (per depth)Labels per class=102026.011.11
SSL (per depth)Labels per class=202026.011
SSL (Node PLs)Labels per class=102026.010.94
SSL (Node PLs)Labels per class=202026.010.88
SSL (per depth)Labels per class=502026.010.86
Supervised onlyLabels per class=102026.010.84
Supervised onlyLabels per class=202026.010.81
SSL (Node PLs)Labels per class=502026.010.81
Supervised onlyLabels per class=502026.010.73
SemiHOCLabels per class=102026.010.73
Sup. (all ID labels)Labels per class=102026.010.71
Sup. (all ID labels)Labels per class=202026.010.71
Sup. (all ID labels)Labels per class=502026.010.71
SemiHOCLabels per class=202026.010.69
SemiHOCLabels per class=502026.010.62
SSL (SPL oracle)Labels per class=102026.010.37
SSL (SPL oracle)Labels per class=202026.010.37
SSL (SPL oracle)Labels per class=502026.010.37