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Attribute Classification on CheXpert original (test)
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67.4
Devices Accuracy
Base
53.464
57.082
60.7
64.318
Mar 4, 2026
Devices Accuracy
Observations Accuracy
Accuracy Distance (|Devices - Observations|)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Devices Accuracy
Observations Accuracy
Accuracy Distance (|Devices - Observations|)
Base
Supervision=None
2026.03
67.4
74.4
7
VAE-NN-debias
Supervision=Unsupervised
2026.03
66.1
74
7.9
Contrastive
Supervision=Supervised...
2026.03
64.3
72.6
8.3
VAE
Supervision=Unsupervis...
2026.03
63.8
69.9
6.1
Contrastive
Supervision=Unsupervis...
2026.03
62.9
70
7.1
Adversary
Supervision=Supervised...
2026.03
58.9
66.4
7.4
VAE
Supervision=Supervised...
2026.03
54
66.1
12.1
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