PANDA
Benchmarks
TaskDatasetSOTA resultTrendResults
PANDA (internal)
0.917QWK
13
PANDA Radboud 6 classes (test)
0.931Cohen's Kappa
13
PANDA
1.22Parent-child Violation Rate
12
PANDA (test)
74.85Accuracy
12
PANDA 6 classes Karolinska (test)
0.942Cohen's Kappa
12
PANDA (private leaderboard)
0.941QWK
12
PANDA (test)
82.8AUC
11
Panda
67.2Balanced Accuracy
11
PANDA structure-heavy (test)
70.97F1 Score
9
Panda
-13.863PandaReach Error
9
PANDA
0.963AUC
9
PANDA
78.6BA
9
Panda 52 videos all succeed only (test)
82.7% < 5 Pix
9
Panda 90 estimable videos (test)
100Video Registration Rate
9
Panda 3CAM-AK
82.2AUC
8
Panda 100-shot
14.75FID
8
PANDA 5-fold cross-validation (test)
0.925AUC
7
Panda Real ORB (test)
77.5AUC (ADD)
7
Panda Real RS (test)
80.5AUC (ADD)
7
Panda Real AK (test)
82.2AUC (ADD)
7
Panda Synthetic DR (test)
83AUC (ADD)
7
Panda Synthetic Photo (test)
84.1AUC (ADD)
7
Panda AK (test)
19Mean ADD
7
Panda 3CAM-XK DREAM
0.86AUC
7
PANDA (5-fold CV)
32.95Macro F1
7