Chest X-Ray
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Chest X-ray C1
1.32PKS Score
10
Chest X-Ray CS
94AUROC
9
Chest X-ray 64 × 64
0.097MSE
9
Chest X-ray Standard Datasets
90.1Pneumonia Classification Score
7
Chest X-ray
82.1IoU
7
Chest X-Ray (test)
95.41Average Accuracy
7
Chest X-ray (test)
95.63DSC
6
Chest X-ray
1.9Training Time (m)
6
Chest X-ray (random non-memorized)
0PEMA
5
Chest X-ray C6 (non-memorized)
0PEMA
5
Chest X-ray C5 (memorized)
1PEMA
5
Chest X-ray C4 (memorized)
100PEMA
5
Chest X-ray C3 (memorized)
1PEMA
5
Chest X-ray C2 (memorized)
1PEMA
5
Chest X-ray C1 (memorized)
100PEMA
5
Chest X-ray
9.76FID
5
Chest X-ray Worst-shift Gaussian noise (sigma=0.10)
72.76Worst-shift Accuracy
4
Chest X-ray Clean
90.71Clean Accuracy
4
Chest X-ray
82.5Worst-Shift Accuracy
3
Chest X-ray-8 (test)
0.507IoU @ 0.25
3
Chest X-ray ELIXR (test)
0.858Enlarged Cardiomediastinum AUC
2
Chest X-ray NIH to JRST domain shift (test)
0.85Dice Score
2
Chest X-ray JRST to NIH domain shift (test)
85Dice
2
Chest X-ray manipulated
—Primary metric
0