BloodMNIST
Benchmarks
TaskDatasetSOTA resultTrendResults
BloodMNIST (test)
96.71Accuracy
34
BloodMNIST
99Accuracy
33
BloodMNIST
100AUC
18
BloodMNIST
93.4Balanced Accuracy
16
BloodMNIST balanced (test)
98.5Balanced Accuracy
16
BloodMNIST (test)
64.5Average Global Accuracy
12
BloodMNIST v2 (test)
99.8AUC
12
BloodMNIST v1 (test)
96Accuracy
12
BloodMNIST (test)
91.2Coverage
11
BloodMNIST
80.06Accuracy
10
BloodMNIST
70.15Accuracy
10
BloodMNIST
96.23Top-1 Accuracy
10
BloodMNIST 2-way sharded (test)
91Test Accuracy
9
BloodMNIST
0.312NLL
9
BloodMNIST
90.21ID Accuracy
8
BloodMNIST t=5 (test)
98.5Accuracy
8
BloodMNIST (test)
94.15Accuracy (alpha=0.6)
6
bloodmnist
3.27ΔACC (pp)
6
BloodMNIST C
77Accuracy
6
BloodMNIST 28x28 (val)
0.996AUC
3
BloodMNIST MedMNIST (test)
95.01Accuracy
2
BloodMNIST v2 (test)
—Primary metric
0