CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 (test)
87.54Accuracy (Clean)
12
CIFAR-10
86.21Accuracy
12
CIFAR-10
1.39FID-C
12
CIFAR-10 Seq
8.6AECE
12
Seq-Cifar-100
0.078AECE
12
CIFAR-100
89.77AUROC
12
CIFAR-100
93.52Accuracy
12
CIFAR-10 (test)
-0.414LPPD
12
CIFAR10
87.03Average Accuracy
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CIFAR-100 (test)
86.94Accuracy
12
CIFAR10
76.58Clean Accuracy
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CIFAR-100
69.48Avg Accuracy
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CIFAR-100 10 samples/class
88.1Top-1 Accuracy
12
CIFAR10-DVS
87.6Accuracy
12
CIFAR-10 50% random unlearning
83.63PGH
12
CIFAR-10 10% random unlearning
0PGH
12
CIFAR-10 (test)
54.08Sparsity
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CIFAR100 (test)
64.82Test Accuracy
12
CIFAR10 (test)
91.01Test Accuracy
12
CIFAR-10
91.21Clean Accuracy
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CIFAR10
52.6Guidance Classifier Accuracy
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CIFAR100 (test)
58.32Accuracy (alpha=0.1)
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CIFAR10 (test)
74.08Accuracy (alpha=0.1)
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CIFAR-100S Dir(0.5) 50C
39.05Accuracy (%)
12
CIFAR-10S Dir(0.5) 100C
74.26Accuracy
12