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ResearchFormerly WizWand

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

110BMHDSSL (per depth)
56.9670.7384.598.27Jan 23, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SSL (per depth)Labels per class=102026.01110
SSL (per depth)Labels per class=202026.01101
Supervised onlyLabels per class=102026.0194
SSL (Node PLs)Labels per class=102026.0191
SSL (per depth)Labels per class=502026.0188
Supervised onlyLabels per class=202026.0187
SemiHOCLabels per class=102026.0186
SSL (Node PLs)Labels per class=202026.0185
SemiHOCLabels per class=202026.0184
Supervised onlyLabels per class=502026.0179
SSL (Node PLs)Labels per class=502026.0178
SemiHOCLabels per class=502026.0176
Sup. (all ID labels)Labels per class=102026.0175
Sup. (all ID labels)Labels per class=202026.0175
Sup. (all ID labels)Labels per class=502026.0175
SSL (SPL oracle)Labels per class=102026.0159
SSL (SPL oracle)Labels per class=202026.0159
SSL (SPL oracle)Labels per class=502026.0159