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Benchmarks
Pathology Classification on NIH Source CheXpert (test)
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59.7
Atelectasis
CoWA
49.716
52.308
54.9
57.492
Jul 4, 2026
Atelectasis
Cardiomegaly
Finding Ef
Consolidation
Pneumothorax
Edema
Mean Performance
Updated 18d ago
Evaluation Results
Method
Method
Links
Atelectasis
Cardiomegaly
Finding Ef
Consolidation
Pneumothorax
Edema
Mean Performance
CoWA
Source Domain=CheXpert
2026.07
59.7
66.8
71.1
67.3
65.4
70.7
66.8
AdaBN
Source Domain=CheXpert
2026.07
59.4
63.9
71.5
67.7
69.4
70
67
EATA
Source Domain=CheXpert
2026.07
59.3
67
70.5
67
63.7
70.1
66.3
RoTTA
Source Domain=CheXpert
2026.07
56.8
63.3
66.2
66.7
59.5
70.1
63.8
No Adapt.
Source Domain=CheXpert
2026.07
56.6
62.3
67.4
67.4
64.1
69.7
64.6
CoTTA
Source Domain=CheXpert
2026.07
56.3
55.4
59.3
61.2
66.6
64.8
60.6
TENT
Source Domain=CheXpert
2026.07
50.1
50.1
53.5
55.3
52
63
54
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