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ResearchFormerly WizWand

Hierarchical Open-set Classification on iNaturalist Aves ID 21 (test)

0.93BMHDSSL (per depth)
0.64920.72210.7950.8679Jan 23, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SSL (per depth)Labels per class=102026.010.93
SSL (Node PLs)Labels per class=102026.010.91
SemiHOCLabels per class=102026.010.9
Supervised onlyLabels per class=102026.010.89
SSL (per depth)Labels per class=202026.010.82
SSL (Node PLs)Labels per class=202026.010.8
SemiHOCLabels per class=202026.010.8
Supervised onlyLabels per class=202026.010.79
Sup. (all ID labels)Labels per class=102026.010.77
Sup. (all ID labels)Labels per class=202026.010.77
Sup. (all ID labels)Labels per class=502026.010.77
SSL (Node PLs)Labels per class=502026.010.76
SemiHOCLabels per class=502026.010.75
Supervised onlyLabels per class=502026.010.74
SSL (per depth)Labels per class=502026.010.73
SSL (SPL oracle)Labels per class=102026.010.66
SSL (SPL oracle)Labels per class=202026.010.66
SSL (SPL oracle)Labels per class=502026.010.66