PadChest
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PadChest Single Sex Female
0.011MAE
6
PadChest Single Sex Male
0.013MAE
6
PadChest
64.3Clean AUC
6
PadChest-GR (external val)
63.55Ro/L
6
PadChest
92.92Top-5 AUROC
6
PadChest
89.19AUROC (%)
6
PadChest-GR (internal val)
70.42Ro/L
5
PadChest 20K labeled samples
0.066Brier Score
5
PadChest (test)
72.1Balanced Accuracy
4
PadChest-GR (test)
59.2F1-Mi
3
PadChest-GR (test)
45.3IoU (Mi.)
2
PadChest ΔV+ (test)
88.83Dice (Right Lung)
2