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Benchmarks
Pathology Classification on VinDr CheXpert (test)
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82
Atelectasis Accuracy
CoWA
70.352
73.376
76.4
79.424
Jul 4, 2026
Atelectasis Accuracy
Cardiomegaly Accuracy
Effusion Accuracy
Consolidation Accuracy
Pneumothorax Accuracy
Mean Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Atelectasis Accuracy
Cardiomegaly Accuracy
Effusion Accuracy
Consolidation Accuracy
Pneumothorax Accuracy
Mean Accuracy
CoWA
Source Domain=CheXpert
2026.07
82
84.6
88.1
83.6
89.9
85.6
AdaBN
Source Domain=CheXpert
2026.07
80.6
84.6
87.1
82.8
87.7
84.6
EATA
Source Domain=CheXpert
2026.07
79.2
83.5
86.5
82.5
87.6
83.9
CoTTA
Source Domain=CheXpert
2026.07
77.9
85.3
82.8
81.2
76.6
80.8
No Adapt.
Source Domain=CheXpert
2026.07
77.7
85.3
82.6
81
75.7
80.5
RoTTA
Source Domain=CheXpert
2026.07
77.4
85.1
82.3
80.9
74.9
80.1
TENT
Source Domain=CheXpert
2026.07
70.8
75.7
77.6
75.3
72.5
74.4
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