CIFAR10
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10 (ID) vs CIFAR10v2 (OOD) (test)
0.91AUROC
8
CIFAR10 (ID) vs CIFAR10-C sev 5 (W) (OOD) (test)
100AUROC
8
CIFAR10 (ID) vs CIFAR10 sev 5 (A) (OOD) C (test)
1AUROC
8
CIFAR10 (ID) vs CIFAR10-C sev 2 (W) (OOD) (test)
0.86AUROC
8
CIFAR10 (ID) vs CIFAR10-C sev 2 (A) (OOD) (test)
0.99AUROC
8
CIFAR10 (val)
3.28BPD
8
CIFAR10 (test)
91.15Top-1 Acc (Sym, 0.2)
8
Long-Tailed CIFAR10 mu=0.01 (test)
0.713Accuracy
8
Long-Tailed CIFAR10 mu=0.1 (test)
86.77Accuracy
8
CIFAR10
93.11Standard Accuracy
7
CIFAR10 Noisy Non-IID
74.52Accuracy
7
CIFAR10 imbalanced
81.28Macro Precision
7
CIFAR10 (test)
0.742Model Score
7
CIFAR10 (test)
0.004MSE
7
CIFAR10 Half (test)
3.16Loss Series
7
CIFAR10 Symmetric noise 80% (test)
83.9Accuracy
7
CIFAR10-LT (ID) LSUN (OOD)
97.18AUC
7
CIFAR10 5+5
83.09Joint Score
7
CIFAR10 (test)
45Pruning Ratio
7
CIFAR10 Linear shift
15.54Average Error Rate
7
CIFAR10 Sine shift (test)
17.89Average Error
7
CIFAR10 (train)
0.958AUC
7
CIFAR10 33 (test)
84.3Avg Accuracy
7
CIFAR10 2-views
0.273Amin
6
CIFAR10 10-way 5-shot
73.8Accuracy
6