RSNA
Benchmarks
TaskDatasetSOTA resultTrendResults
RSNA
31.1mAP (%)
106
RSNA
76.9Dice Score
90
RSNA (test)
91AUC
59
RSNA Chest X-ray lung opacity (test)
99.2Image-level AUROC
57
RSNA
94.5AUC
48
RSNA (test)
84.8F1 Score
44
RSNA
90.8AUC
42
RSNA (test)
90.8AUC
39
RSNA
85.13Accuracy
38
RSNA (test)
99.6AUC
30
RSNA
91.7AUROC
24
RSNA
89.8AUC
24
RSNA
91AU-ROC (Image-level, Det.)
22
RSNA OOD
79Macro Accuracy
21
RSNA (patient-level)
84.39Accuracy
15
RSNA
73Top-k Precision
14
RSNA Cancer
92.5AUC
13
RSNA 56
80.22Dice Score
12
RSNA
95.79F1 Score
12
RSNA X-ray
74.53Accuracy
11
RSNA
3.81MAE (months)
11
RSNA dataset 2019
35.1FID
9
RSNA 56 (test)
77.4F1 Score
9
RSNA dataset (test)
94.51Accuracy
9
RSNA 100% (train)
93.6AUC
9