CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
146ABPC
4
CIFAR-10 5,000 images (subset)
81.9Accuracy
4
CIFAR-10
0.05Empirical Delta
4
CIFAR-10
94.53Accuracy (20% Noise)
4
CIFAR-10
26Runtime
4
CIFAR-100 20 x 5 scenario (test)
44.81Accuracy
4
CIFAR-100 40 + 30 + 30 scenario (test)
50.38Accuracy
4
CIFAR-100 50 + 50 scenario (test)
58.79Accuracy
4
CIFAR-10 20 x 5 scenario (test)
72.14Accuracy
4
CIFAR-10 40 + 30 + 30 scenario (test)
78.83Accuracy
4
CIFAR-10 50 + 50 scenario (test)
86.94Accuracy
4
CIFAR-100
-1.355Fitted Depth Exponent (alpha)
4
CIFAR-10
-1.339Fitted Depth Exponent (alpha)
4
CIFAR-100 (test)
56.5Accuracy
4
CIFAR-10 (test)
87.5Accuracy
4
CIFAR-10 (test)
0.88ASR
4
CIFAR-100 (test)
19ASR
4
CIFAR-10 (test)
85.67Accuracy
4
CIFAR-10
18Rounds to 50% Acc
4
CIFAR100 base and last session
90.88Accuracy (Base Session)
4
CIFAR-100 40% labeled data
41.27Accuracy
4
CIFAR-100 30% labeled data
35.31Accuracy
4
CIFAR-10 30% labeled data
71.83Accuracy
4
CIFAR100-C OOD (test)
53.52Accuracy
4
CIFAR10-C OOD (test)
76.63Accuracy
4