Clinical dataset
Benchmarks
TaskDatasetSOTA resultTrendResults
Clinical dataset
37.2mAP
26
clinical dataset (test)
30.4PSNR
14
Clinical Dataset
37.77PSNR
13
Clinical dataset Shortness of Breath (test)
34.71-NN Error Rate
7
Clinical dataset Shortness of Breath (train+test)
0.834Trustworthiness (T5)
7
Clinical Dataset Case6
28.181PSNR
6
Clinical Dataset Case5
22.723PSNR
6
Clinical Dataset Case4
24.03PSNR
6
Clinical Dataset Case3
21.57PSNR
6
Clinical Dataset Case2
24.644PSNR
6
Clinical Dataset Case1
18.846PSNR
6
Clinical dataset
1.475ΔSUVmax
6
Clinical dataset
34.97PSNR
6
Clinical Dataset comparison Private (Reference)
-0.014Bias
6
Clinical Dataset Abdominal Pain (train+test)
39.241-NN Error Rate
5
Clinical Dataset Abdominal Pain (train+test)
87.3Trustworthiness (T5)
5
Clinical dataset Shortness of Breath (train)
84.31Trustworthiness (T5)
5
Clinical dataset Diverging Wave (test)
25.49PSNR
5
Clinical dataset Wide Beam (test)
26.2PSNR
5
Clinical dataset Line Scan (test)
27.29PSNR
5
Clinical dataset (650 patients) (test)
4.726Overall Quality Score
5
Clinical dataset (test)
0.041ECE
5
Clinical dataset (3-Fold)
0.565SROCC
5
Clinical dataset (test)
0.76R2
5
Clinical Dataset Abdominal Pain (train)
87.98Trustworthiness (T5)
4