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Chest X-Ray

Benchmarks

Task NameDataset NameSOTA ResultTrend
Few-Shot SegmentationChest X-Ray
mIoU91
60
Multi-label chest disease diagnosisChest X-ray
Kappa0.682
22
Image DenoisingChest X-Ray (test)
SSIM96
20
Image DenoisingChest X-Ray 53 (test)
PSNR39.6
20
Medical Image ClassificationChest X-Ray (test)
Accuracy88.3
16
Pneumonia DetectionChest X-Ray PX (test)
AUROC0.967
14
Semantic SegmentationChest X-ray
mIoU86.76
12
Lung SegmentationChest X-ray
Lung DSC78.38
12
Multi-label chest disease diagnosisChest X-ray (70%)
Kappa66.5
11
Auditing Data RemovalChest X-ray R
PKS Score106
10
Auditing Data RemovalChest X-ray C6
PKS Score109
10
Auditing Data RemovalChest X-ray C5
PKS Score1.31
10
Auditing Data RemovalChest X-ray C4
pks Score1.26
10
Auditing Data RemovalChest X-ray C3
PKS Score1.31
10
Auditing Data RemovalChest X-ray C2
PKS Score1.32
10
Auditing Data RemovalChest X-ray C1
PKS Score1.32
10
Medical Image ClassificationChest X-ray Standard Datasets
Pneumonia Classification Score90.1
7
Attribution EvaluationChest X-ray
IoU82.1
7
Image ClassificationChest X-Ray (test)
Average Accuracy95.41
7
Lesion DetectionChest X-ray
Training Time (m)1.9
6
Auditing Data RemovalChest X-ray (random non-memorized)
PEMA0
5
Auditing Data RemovalChest X-ray C6 (non-memorized)
PEMA0
5
Auditing Data RemovalChest X-ray C5 (memorized)
PEMA1
5
Auditing Data RemovalChest X-ray C4 (memorized)
PEMA100
5
Auditing Data RemovalChest X-ray C3 (memorized)
PEMA1
5
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