FashionMNIST
Benchmarks
TaskDatasetSOTA resultTrendResults
FashionMNIST (test)
95.71Accuracy
461
FashionMNIST
96.93Accuracy
192
FashionMNIST
0.248NLL
42
FashionMNIST (test)
100CVSR
40
FashionMNIST (test)
0.959ROCAUC
35
FashionMNIST
90.84F1-Macro
28
FashionMNIST (test)
3.281Efficiency Rate (γn,m)
27
FashionMNIST (test)
100Detection Accuracy
26
FashionMNIST
87.8F1 Score
19
FashionMNIST
10.6Error Rate
18
FashionMNIST
0.01P10 Delta
18
FashionMNIST
1.65Worst Delta
18
FashionMNIST
0.831Average Delta
18
FashionMNIST (IID)
90.6Accuracy
17
FashionMNIST (test)
0.004MSE
17
FashionMNIST
0.107Data Attribution Value
15
FashionMNIST (test)
0.917AUROC
14
FashionMNIST
92.5V-ID
13
FashionMNIST
91.2Standard Accuracy
12
FashionMNIST
95.11Detection Accuracy
12
FashionMNIST
0.781AUBC
12
FashionMNIST (test)
0.59Bits/dim
12
FashionMNIST
81.19AUAC-F1
10
FashionMNIST
0.59Control Error Rate
10
FashionMNIST OOD: MNIST (test)
0.971AUROC (H)
10