CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 Non-IID-2, s=2 (test)
86.43Top-1 Acc
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CIFAR-10 Non-IID-2, s=4 (test)
86.43Top-1 Accuracy
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CIFAR-10 Non-IID-1, alpha=0.05 (test)
86.43Top-1 Accuracy
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CIFAR-100 Non-IID-2, s = 10
66.98Top-1 Accuracy
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CIFAR-100 Non-IID-1, α = 0.01
66.98Top-1 Accuracy
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CIFAR-10
97Rounds to 0.70 Accuracy
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CIFAR-10
4.21FID
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CIFAR-10 (test)
3.18FID
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CIFAR-100
25.86Benign Accuracy (BA)
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CIFAR-10
57.46Benign Accuracy
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CIFAR100 T=10
91.94Last Task Accuracy
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CIFAR-10+100 1.0 (test)
80.9Accuracy
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CIFAR-100 (test)
0.574Clean Accuracy
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CIFAR-100 Random Forget (40%)
96.96FA
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CIFAR-100 Random Forget (forget set 20%)
97.02FA
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CIFAR10 (train test)
355Execution Time
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CIFAR-100 B40Inc3 (T=20)
68.44Avg Accuracy
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CIFAR-100
48.47Mean Accuracy (alpha=0.1)
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CIFAR-10
79.88Mean Accuracy (alpha=0.1)
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CIFAR100 (test)
82.8BCR
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CIFAR-100
0.02EMNIST FPR95
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CIFAR-10
0.02FPR95 (EMNIST)
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CIFAR-100 20 classes forget
77.4Accuracy (Forgetting)
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CIFAR-100 10 classes forget
78.8Accuracy Forgotten
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CIFAR-100 5 classes forget
76.8Accuracy (Forgetting)
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