PadChest
Benchmarks
TaskDatasetSOTA resultTrendResults
PadChest (test)
97.2Dice
20
PadChest-GR MedGround-Bench-Direct
0.328mIoU
12
PadChest rare
78.75AUC
11
PadChest (unseen)
79.05AUC
11
PadChest seen
85.32AUC
11
PadChest-GR
22.35F1 Score
11
PadChest (test)
0.893AUROC
10
PadChest
2.7BLEU-1 Score (Age Group)
10
PadChest (five-fold cross-validation)
93.93DSC (%)
9
PadChest (test)
72.51AUC
9
PadChest (test)
16.1LLA
9
PadChest
44.08mAP
8
PadChest-GR (test)
63mAP@0.5
8
PadChest20 (test)
0.837AUC
8
PadChest (test)
0.81AUC
8
PadChest 20
91.7Macro AUROC
7
PadChest
86.3Macro AUROC
7
PadChest
82.3Classification Performance Score
7
PadChest-GR (test)
86.6Pointing Game
6
PadChest Composite IDC: Female
3.2MAE
6
PadChest Composite IDC: Male
0.009MAE
6
PadChest Composite Philips: Female
0.008MAE
6
PadChest Composite Philips Male
0.003MAE
6
PadChest Single Scanner: Philips
0.017MAE
6
PadChest Single Scanner: IDC
0.031MAE
6