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Benchmarks
Disease Classification on NIH-CXR
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84.3
AUROC
X-WIN
68.596
72.673
76.75
80.827
Nov 18, 2025
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
X-WIN
Pretrain. data=372K CX...
2025.11
84.3
X-WIN
Pretrain. data=372K CX...
2025.11
84.1
CheXWorld
Pretrain. data=448K CX...
2025.11
83.3
Ark+
Pretrain. data=704K CX...
2025.11
83.1
CheXFound
Pretrain. data=987K CX...
2025.11
82.9
MaCo
Pretrain. data=377K CX...
2025.11
82.7
RAD-DINO
Pretrain. data=LVD-142...
2025.11
82.1
CARZero
Pretrain. data=377K CX...
2025.11
81.3
CXR-Align
Pretrain. data=325K CX...
2025.11
81
CheXAgent
Pretrain. data=1.07M C...
2025.11
75.6
DINOv2
Pretrain. data=LVD-142...
2025.11
71.1
I-JEPA
Pretrain. data=ImageNe...
2025.11
69.2
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