CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
91.35Accuracy Retention
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CIFAR-10 with redundant synthetic experts
91.9System Accuracy
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CIFAR-10 50% Random Forgetting
0.011MIA
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CIFAR-100 10 classes forget (Retain set)
76.5Accuracy
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CIFAR-10 3 classes forget (Retain set)
95.37Accuracy
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CIFAR-10 1 class (forget)
94.02Accuracy
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CIFAR-10 1 class forget (Retain)
94.74Accuracy
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CIFAR-10 (test)
85.54Best Accuracy
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Cifar10
2.63Running Time
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CIFAR-10
99.4Accuracy
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CIFAR-100
99.7Jain's Fairness Index
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CIFAR-10
0.997Jain's Fairness Index
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CIFAR-100
76.66Average FAA
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CIFAR-100
8.31Training Time per Task
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CIFAR-100
73.85Clean Accuracy
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CIFAR100 alpha=1.0 (test)
45Convergence Round
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CIFAR-10 LT (ρ = 0.1)
86.6AUPR (SVHN OOD)
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CIFAR-10
95.1Accuracy
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Cifar10
88.03Clean Accuracy
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CIFAR-100
0.921SC
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CIFAR-100 (test)
5.12Upload Size
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CIFAR-10 (test)
5.12Upload Size
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S-CIFAR-10
98.31Accuracy
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Cifar10 Dirichlet(0.3) (test)
84.82Test Accuracy
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CIFAR-100 (test)
61.49G.acc
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