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ResearchFormerly WizWand

Hierarchical Open-set Classification on iNaturalist ID 19 (test)

86BMHDSSL (per depth)
56.8864.447279.56Jan 23, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SSL (per depth)Labels per class=102026.0186
Supervised onlyLabels per class=102026.0182
SSL (Node PLs)Labels per class=102026.0181
SemiHOCLabels per class=102026.0181
Sup. (all ID labels)Labels per class=102026.0172
Sup. (all ID labels)Labels per class=202026.0172
Sup. (all ID labels)Labels per class=502026.0172
Supervised onlyLabels per class=202026.0171
Supervised onlyLabels per class=502026.0171
SSL (Node PLs)Labels per class=202026.0171
SSL (per depth)Labels per class=202026.0170
SemiHOCLabels per class=202026.0170
SSL (Node PLs)Labels per class=502026.0164
SemiHOCLabels per class=502026.0164
SSL (per depth)Labels per class=502026.0162
SSL (SPL oracle)Labels per class=102026.0158
SSL (SPL oracle)Labels per class=202026.0158
SSL (SPL oracle)Labels per class=502026.0158