CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100 1.0 (test)
64.11Clean Accuracy
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CIFAR100 10-split
87.94Accuracy
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CIFAR-10
93.62Accuracy
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CIFAR-100 alpha_dir = 0.5 (test)
82MIA Accuracy
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CIFAR-10 alpha_dir = 0.5 (test)
79.1MIA Accuracy
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CIFAR-10
1ARI
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Split CIFAR-10
91.65Accuracy
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CIFAR-10 class-conditional (test)
1.64FID
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CIFAR-10 (2-way sharded split)
80.9Accuracy
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CIFAR-100
16.63Top-1 Error Rate
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CIFAR-10 (test)
90.18Clean Accuracy
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CIFAR10 (test)
79.12Recovered Accuracy
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CIFAR100 (test)
38.47Recovered Accuracy (%)
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CIFAR-100
18.49Training Time per Epoch (s)
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CIFAR-10
17.85Training Time (s)
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CIFAR-100 (five repeated splits)
59.8Class Coverage
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CIFAR-100
59.8Coverage
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CIFAR-100
0.023WUC
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CIFAR-100
92.5Accuracy
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CIFAR-10
10.87Training Time (s)
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CIFAR-10
7.86Training Time (seconds)
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CIFAR-100 (test)
0.774AUC (Accuracy Retention, FLOPs-based)
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CIFAR-100-LT
36.2Average Accuracy
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CIFAR-100
58.82Clean Accuracy
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CIFAR10 (test)
75.97Accuracy
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