CAD
Benchmarks
TaskDatasetSOTA resultTrendResults
CAD (test)
64.7mDice
41
CAD 10% labels
84.87AUC
27
CAD 1% labels
83.54AUC
27
CAD-120
84.7Micro P/R
14
CAD-120
91.8Micro F1 Score
12
CAD full
52.5F1 Score
11
CAD
70.8S_alpha
10
CAD Missing Tabular Rate γ=1
0.725AUC
10
CAD Missing Tabular Rate γ=0
86.17AUC
10
CAD context
68.1F1 Score
10
CAD (full)
69.6Sa
10
CAD 12 (test)
77.1S_alpha
8
CAD-120
75.6Sub-activity F1 Score
8
CAD
92Accuracy
7
CAD
64Accuracy
7
Image-conditional CAD dataset
1.21Chamfer Distance (CD)
6
CAD Missing Tabular Rate γ=0.7
0.785AUC
6
CAD-120 leave-one-subject-out (cross-val)
91.1F1 Score
6
CAD-200 (test)
0.109MHE
4
CAD detection dataset
97.07Accuracy
4
CAD-120
88.9Sub-activity F1 Score
4
CAD-120 (test)
15.83D MAE
4
CAD (test)
0.762Mean F1
4
CAD (OOD)
87.5Accuracy
4