OAI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
OAI
7,120DICE
32
OAI knee MRI NIMH Data Archive Collection ID: 2343 (test)
96.27Volume Dice (Bone)
26
OAI (official held-out test)
0.849Accuracy
15
OAI target
70.26Accuracy
14
OAI source
75.81Accuracy
14
OAI (cross-subject)
68.4Dice
12
OAI (longitudinal)
83.43Dice
12
OAI (test)
97AUC
11
OAI
87.4F1 Score
10
OAI (test)
86.5F1 Score
9
OAI All (test)
96.9mAP
7
OAI 8 years (test)
94.2mAP
7
OAI 6 years (test)
95mAP
7
OAI 4 years (test)
96.2mAP
7
OAI 3 years (test)
97.9mAP
7
OAI 2 years (test)
98.3mAP
7
OAI 1 year (test)
98.5mAP
7
OAI
92Accuracy (KL 0)
6
OAI
30.7AP
6
OAI
86.9KLG01 Accuracy
6
OAI
41.74Routing F1
5
OAI
36.39Routing F1
5
OAI (test)
0.98AUC
3
OAI
7.52ECE
3
OAI
25Disease SAP
1