PneumoniaMNIST
Benchmarks
TaskDatasetSOTA resultTrendResults
PneumoniaMNIST
98.28Accuracy
94
PneumoniaMNIST MedMNIST v2 (test)
99.4Accuracy
32
PneumoniaMNIST
91.9Accuracy
25
PneumoniaMNIST
96.1Accuracy
21
PneumoniaMNIST v1 (test)
84.46Accuracy
16
PneumoniaMNIST (test)
1.157IM1
16
PneumoniaMNIST Mild Non-IID (alpha = 1.0) (test)
89.81Accuracy
8
PneumoniaMNIST alpha = 0.1 (Severe Non-IID) (test)
89.1Accuracy
8
PneumoniaMNIST 1.0 (test)
89.36Accuracy
8
PneumoniaMNIST v2 (test)
88.1g-mean
8
PneumoniaMNIST MedMNIST (test)
0.956AUC
6
PneumoniaMNIST (test)
91.2Accuracy
5
PneumoniaMNIST (test)
87.17Accuracy
5
PneumoniaMNIST (test)
0.915FID
5
PneumoniaMNIST 28x28 (val)
99.27AUC
3
PneumoniaMNIST (Range 75-100)
0.553MSE
3
PneumoniaMNIST (Range 50-75)
0.537MSE Loss
3
PneumoniaMNIST (Range 25-50)
0.719MSE
3
PneumoniaMNIST (Range 0-25)
0.525MSE
3
PneumoniaMNIST (Range 0-100)
0.9MSE
2
PneumoniaMNIST v2 (test)
—Primary metric
0