CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
65.2Accuracy (ACC)
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CIFAR-10 i-Blurry-50-10 (test)
96.03Average Accuracy
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CIFAR-100 (test)
68Top-1 Accuracy (Epoch 50)
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CIFAR-10 (test)
77.88Clean Accuracy
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CIFAR-100 6-way sharded (test)
45.4Accuracy
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CIFAR100
17.68Recovered Accuracy
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CIFAR-10
0.93R^2
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CIFAR10
51MIA
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CIFAR-100
68.5Robust Accuracy (MIM)
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CIFAR-10 (ID) vs {SVHN, CIFAR-100, Synthetic} (OOD)
93.72AUROC (SVHN)
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cifar10
73Recall
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CIFAR100 NIID, κ=1
68.17Accuracy
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CIFAR10 Uniform
68.47Accuracy
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CIFAR-10
97.78Detection Accuracy
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CIFAR-100 (test)
69.89Symmetric Acc (30%)
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CIFAR-10 (test)
90.98Symmetric 30% Accuracy
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CIFAR-10 (test)
94.78Clean Accuracy
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CIFAR-100
70.93Accuracy (Uniform, M=24600, γu=1)
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CIFAR-100 Task-0 (test)
86.2Accuracy
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CIFAR-10
2.54FID
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CIFAR-100 (test)
0.707Top-1 Accuracy (25% FLOPs)
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CIFAR-100
0.427Deferral Loss
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CIFAR-100 step
87.93Accuracy
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CIFAR-10 step
97.15Accuracy
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CIFAR-100
60.6Clean Accuracy
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