NIH ChestX-ray
Benchmarks
TaskDatasetSOTA resultTrendResults
NIH ChestX-ray14 (test)
83.4AUROC
44
NIH ChestX-ray (test)
0.856AUC
40
NIH ChestX-ray
88.52Accuracy
21
NIH ChestX-ray 8 (test)
10.89mAP (IoU@10-70)
14
NIH ChestX-ray14 (test)
3,955Required Labeled Observations
12
NIH ChestX-ray14 (test)
0.814Macro IoU Acc @ T(IoU)=0.1
8
NIH ChestX-ray8 all pathologies
18.9mIoU
7
NIH ChestX-ray14
66.3Accuracy
6
NIH ChestX-ray14
4.36Causal Support
4
NIH ChestX-ray14 external (val)
77.3AUROC
4
NIH ChestX-ray14 (test)
85.27AUC
4