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Benchmarks
Classification and OOD Detection on iNatur.-C severity = 5 (test)
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61.4
Accuracy (ACC)
DOCO
10.128
23.439
36.75
50.061
Apr 23, 2026
Accuracy (ACC)
AUC
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy (ACC)
AUC
DOCO
2026.04
61.4
95.7
E-COME
Framework=EATA
2026.04
58.9
85.4
UniEnt
Framework=EATA
2026.04
56.8
89.6
ViDA
2026.04
53.1
35.9
STAMP
2026.04
52.1
85.6
EATA
2026.04
51.9
72.9
OSTTA
2026.04
50.9
66.3
Source
2026.04
49.8
78.7
CoTTA
2026.04
49.4
75.3
DPCore
2026.04
46.7
82.8
SAR
2026.04
46
64.3
S-COME
Framework=SAR
2026.04
22.9
55.6
Tent
2026.04
12.1
50.1
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