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Hierarchical Open-set Classification on iNaturalist Aves OOD 21 (test)
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128
BMHD
SSL (per depth)
50
70.25
90.5
110.75
Jan 23, 2026
BMHD
Updated 4d ago
Evaluation Results
Method
Method
Links
BMHD
SSL (per depth)
Labels per class=10
2026.01
128
SSL (per depth)
Labels per class=20
2026.01
119
SSL (per depth)
Labels per class=50
2026.01
102
Supervised only
Labels per class=10
2026.01
100
Supervised only
Labels per class=20
2026.01
95
SSL (Node PLs)
Labels per class=10
2026.01
90
SSL (Node PLs)
Labels per class=20
2026.01
90
SemiHOC
Labels per class=20
2026.01
87
Supervised only
Labels per class=50
2026.01
85
SemiHOC
Labels per class=10
2026.01
82
SSL (Node PLs)
Labels per class=50
2026.01
80
SemiHOC
Labels per class=50
2026.01
76
Sup. (all ID labels)
Labels per class=10
2026.01
73
Sup. (all ID labels)
Labels per class=20
2026.01
73
Sup. (all ID labels)
Labels per class=50
2026.01
73
SSL (SPL oracle)
Labels per class=10
2026.01
53
SSL (SPL oracle)
Labels per class=20
2026.01
53
SSL (SPL oracle)
Labels per class=50
2026.01
53
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