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Benchmarks
Species Recognition on iNATURALIST ResNet-50 (test)
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49
Hit@1
LogitAdj
46.92
47.46
48
48.54
Apr 2, 2026
Hit@1
Hit@3
MRR
Rare Hit@1
Freq Hit@1
HFR
Updated 16d ago
Evaluation Results
Method
Method
Links
Hit@1
Hit@3
MRR
Rare Hit@1
Freq Hit@1
HFR
LogitAdj
Backbone=ResNet-50, Sh...
2026.04
49
74.7
64.8
41.7
58.9
9.7
REPAIR
Backbone=ResNet-50, Sh...
2026.04
49
75.6
65.2
42.2
58.4
13.8
Classwise
Backbone=ResNet-50, Sh...
2026.04
48.8
74.5
64.6
41.1
59.3
7.4
τ-norm
Backbone=ResNet-50, Sh...
2026.04
48.1
73.7
64
40
59.2
10.5
Base
Backbone=ResNet-50, Sh...
2026.04
47
71.7
62.7
37.5
60
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