CIFAR-10
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 (test)
0.006ECE
18
CIFAR-10 OpenOOD far-OOD (test)
12.95FPR@95
18
CIFAR-10 full (test)
1.5Error Rate
18
CIFAR-10 imbalanced (test)
76.29AUPRC
18
CIFAR-10-LT reversed distribution, gamma_l=100, gamma_u=1/100
89.9Accuracy
17
CIFAR-10 LT uniform distribution, gamma_l=100, gamma_u=1
94.1Accuracy
17
CIFAR-10 Split
80.55Average Accuracy
17
CIFAR-10 (test)
95.8Normalized Accuracy (Acc_n)
17
CIFAR-10 SSBA DenseNet-161 (test)
90.17Clean Accuracy
17
CIFAR-10 SSBA v1 (test)
94.6Clean Accuracy
17
CIFAR-10
95.07BadNet C-Acc
17
CIFAR-10 Airplane Erased
96.76Accuracy (Erased)
17
CIFAR-10-LT Ratio 100 (test)
0.824Balanced Accuracy
17
CIFAR-10 standard (test)
28.39Avg FPR95
17
CIFAR-10 Fourth Session Transition 1.0
75.12Proposed Accuracy
16
CIFAR-10 epsilon=2/255 (test)
81.96Clean Accuracy
16
CIFAR-10 as ID
0.992Score (vs SVHN)
16
CIFAR-10 OOD Suite Average
0.29FPR@95
16
CIFAR-10 (test)
100Classification Consistency
16
CIFAR-10
69FID
16
S-CIFAR-10 (test)
2.74Final Forgetting
16
CIFAR-10 Raw
99.68Accuracy
16
CIFAR-10-C common corruptions (test)
89.38Accuracy (Snow)
16
CIFAR-10 (test)
0.007MSE
16
CIFAR-10 (test)
91.17Clean Accuracy
16