fMNIST
Benchmarks
TaskDatasetSOTA resultTrendResults
FMNIST (test)
99.1Test Accuracy
388
FMNIST (test)
99.06Accuracy
152
FMNIST
100ASR
75
FMNIST 0.5 (test)
78.06Accuracy
72
FMNIST
84.28Accuracy
68
FMNIST
90.99Accuracy
64
FMNIST
88.4CTA
43
FMNIST
100ARI
43
FMNIST
76.48AUC R_NX Score
42
FMNIST
84.842Accuracy (IID)
33
FMNIST
0.956Avg AUROC
29
FMNIST ⊥
87.54GM Score
27
FMNIST
97.3OOD Score
26
FMNIST
69.24Speedup
21
FMNIST
0.765AUC RNX
21
FMNIST
60.11PSNR
20
FMNIST
92.54Accuracy
20
FMNIST
87.47Accuracy (k=1)
20
FMNIST
0.232Silhouette Score
20
FMNIST
88.3Accuracy (k=5)
20
Rotated FMNIST
89.9Accuracy
18
FMNIST In-distribution: CIFAR100 (test)
78.6AUPR (%)
18
FMNIST In-distribution: CIFAR10 (test)
92.5AUPR
18
FMNIST Fourth Session Transition 1.0
85.82Proposed Score
16
FMNIST 1.0 (Second Session Transition)
85.17Proposed Accuracy
16