CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10 (Non-IID 2)
79.7Accuracy
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CIFAR-10 Dirichlet alpha=0.1
76.42Global Accuracy
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GCIL-CIFAR-100 Longtail
56.94Final Average Accuracy (FAA)
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GCIL-CIFAR-100 Uniform
58.36Final Average Accuracy (FAA)
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CIFAR-10
0.24Accuracy Change
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CIFAR10-ST (test)
67.58Accuracy
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CIFAR80N-O Asym-40% (test)
62.57Accuracy
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CIFAR80N-O Sym-80% (test)
41.1Test Acc
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CIFAR80N-O Sym-50% (test)
61.78Accuracy
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CIFAR80N-O Sym-20% (test)
67.81Accuracy
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CIFAR10 (train)
0.001MSE (Decoder-based)
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CIFAR-10 unconditional 32x32
1.98FID
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CIFAR-100
72.43Accuracy
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CIFAR-10
93.86Accuracy
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CIFAR-10 LC DenseNet-161 (test)
90.17Clean Accuracy
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CIFAR-10 LC v1 (test)
94.6Clean Accuracy
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CIFAR-10 Bird Erased
99.72Acce
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CIFAR20 small-scale (val)
85.7NMI
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CIFAR-10 32 x 32 (test)
85.3CA
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CIFAR-100-C CS-3 1.0 (test)
47.33Mean Accuracy
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CIFAR-10-LT
86.3Top-1 Accuracy
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CIFAR-10 standard (test)
96.7Acc (sym 20%)
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CIFAR-100 90% symmetric noise (test)
42.3Accuracy
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CIFAR-100 50% symmetric noise (test)
78Accuracy
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Binarized CIFAR
0.026Absolute Estimation Error
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