VinDr-CXR
Benchmarks
TaskDatasetSOTA resultTrendResults
VinDR-CXR
0.945AUC
33
VinDr-CXR OOD
93.5Macro Accuracy
21
VinDr-CXR (random)
46Accuracy
19
VinDR-CXR MedGround-Bench-Direct
14.81IoU
12
VinDr-CXR
26.5mAP
12
VinDr-CXR (test)
0.905AUROC
10
VinDr-CXR (test)
19.2AP (LO)
10
VinDr-CXR (test)
95.24AUROC
10
VinDr-CXR (test)
46.7Precision
9
VinDr-CXR (test)
24.7AP
9
VinDr-CXR (test)
73.8AP
9
VinDr-CXR
72.63Accuracy
8
VinDr-CXR (test)
45.9mAP@0.5
8
VinDr-CXR
78.2AUC
7
VinDr-CXR
34.1mAP@30
6
VinDR-CXR
94AUC
6
VinDr-CXR
46IoU
6
VinDr-CXR
0.84AUC (Lung opacity)
5
VinDr-CXR (test)
85.3Balanced Accuracy
4
VinDr-CXR
54.6F1 Score
4
VinDr-CXR (test)
52.37Accuracy
3
VinDr-CXR (test)
54.6F1 Score (Micro)
3
VinDr-CXR (test)
0.244IoU (Min)
2