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ResearchFormerly WizWand

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

99BMHDSSL (per depth)
45.9659.7373.587.27Jan 23, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SSL (per depth)Labels per class=102026.0199
SSL (Node PLs)Labels per class=102026.0187
SSL (per depth)Labels per class=202026.0185
Supervised onlyLabels per class=102026.0183
SSL (Node PLs)Labels per class=202026.0179
SemiHOCLabels per class=102026.0177
Supervised onlyLabels per class=202026.0176
SSL (per depth)Labels per class=502026.0174
Supervised onlyLabels per class=502026.0172
SSL (Node PLs)Labels per class=502026.0172
Sup. (all ID labels)Labels per class=102026.0171
Sup. (all ID labels)Labels per class=202026.0171
Sup. (all ID labels)Labels per class=502026.0171
SemiHOCLabels per class=202026.0169
SemiHOCLabels per class=502026.0163
SSL (SPL oracle)Labels per class=102026.0148
SSL (SPL oracle)Labels per class=202026.0148
SSL (SPL oracle)Labels per class=502026.0148