CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 (test)
86.22Avg Natural Accuracy
9
CIFAR-100-LT (test)
67.75Forward-LT Accuracy 1
9
CIFAR-10-LT Overall
87.57Mean Accuracy
9
CIFAR-10-LT Uniform
0.832Accuracy Run 1
9
CIFAR-10 Forward-LT
91.3Accuracy
9
CIFAR-100 1.0 (test)
0.548AUC (Predicted, Neg)
9
CIFAR-10
74.9Accuracy (Predicted Neg)
9
CIFAR10-DVS (test)
86.7Accuracy
9
CIFAR-FS 5-way 5-shot
92.5Mean Accuracy
9
CIFAR-FS 5-way 1-shot
87.7Mean Accuracy
9
CIFAR-100 (test)
75.22Standard Accuracy
9
CIFAR-10 (test)
2.8BPD
9
CIFAR-100 (beta=0.3) (test)
73.98Test Accuracy
9
CIFAR-100 beta=0.6 (test)
73.98Test Accuracy
9
CIFAR-10 beta=0.6 (test)
92.55Accuracy (Test)
9
CIFAR-10 (test)
17.01Test Error
9
CIFAR-5 (test)
25.93Test Error
9
CIFAR-100
85.6Accuracy
9
CIFAR-10
0.969Accuracy
9
CIFAR10
10.51Wall-clock Speedup
9
CIFAR-10 (test)
0.008MSE
9
CIFAR100 Coarse
0.985AUROC
9
CIFAR Square shift
6.8Classification Error
9
CIFAR Monotone shift
0.077Classification Error
9
CIFAR (all holdout data)
6.3Classification Error (Bernoulli Shift)
9