CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 downstream
83.64Accuracy
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CIFAR-10 (test)
88.5Accuracy (N=100)
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CIFAR10
0.73MCC
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CIFAR100-C
73Acc (Gauss.)
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CIFAR-10 (Retain)
100Accuracy
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CIFAR-10C sudden distribution shift
89.99Coverage
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CIFAR-100C gradual distribution shift (test)
89.97Coverage
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CIFAR 100
0.993R2
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CIFAR 10
0.991R2
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CIFAR-100 B0_Inc20
72.01Accuracy
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CIFAR-100
80.1Seen Class Accuracy
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CIFAR-10
96.8Accuracy (Seen)
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CIFAR-100 USB 400 labels
15.65Error Rate
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CIFAR-100 USB (200 labels)
21.4Error Rate
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CIFAR-10 32x32 (test)
1.39FID
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CIFAR-10 20 clients (test)
76.95Accuracy
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CIFAR100-C (test)
43.35Error Rate
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CIFAR10-C (test)
84.04ASR (%)
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CIFAR10-C
83.91ASR
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CIFAR-100 (test)
82.5Accuracy
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CIFAR-10 24 (test)
92.23Standard Accuracy
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CIFAR-10.1 1.0 (test)
78.5Accuracy
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CIFAR100
25.2Avg Expected Loss
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CIFAR10
8Avg Loss
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CIFAR-100 Selective class-0 examples
37.46Test Error (Mean)
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