SICAP
Benchmarks
TaskDatasetSOTA resultTrendResults
SICAP
72.1Average Accuracy
30
SICAP v2 (test)
75.48Accuracy
21
SICAP v2
63.5Accuracy
19
SICAP v2
94.05AUC
17
SICAP v2
95.1AUC
17
SICAP (test)
97.7AUC
16
SICAP
0.546Weighted Avg F1
16
SICAP-MIL
65.5Top-1 Accuracy
9
SICAP target-imbalanced KD v2 (test)
91.75Overall Accuracy
9
SICAPv2 source-imbalanced KD (test)
0.921OA
9
SICAP (test)
66.4Dice Score
8
SICAP
65.5Dice
8
SICAP C v2
88.8Semantic Consistency (PAC)
7
SICAP C v2
59.4Accuracy (Gaussian Noise)
7
SICAPv2 (test)
0.671ACA
7
SICAP v2 (test)
67.1ACA
7
SICAP v2 (test)
67.1ACA
7
SICAP Prostate Histo v2
0.81CER
4