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Benchmarks
Classification and OOD Detection on Places-C severity = 5 (test)
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61.8
Accuracy
DOCO
10.32
23.685
37.05
50.415
Apr 23, 2026
Accuracy
AUC
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
DOCO
2026.04
61.8
80.6
UniEnt
Framework=EATA
2026.04
58.6
74.1
E-COME
Framework=EATA
2026.04
57.7
76
OSTTA
2026.04
57.5
60.2
DPCore
2026.04
56.4
76.7
EATA
2026.04
54.9
65.4
ViDA
2026.04
53
59.8
STAMP
2026.04
51.9
72.4
SAR
2026.04
51.2
59.6
CoTTA
2026.04
49.9
63
Source
2026.04
49.8
66.8
S-COME
Framework=SAR
2026.04
31.2
58.5
Tent
2026.04
12.3
49.3
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