CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Split CIFAR-100 (Inc5)
45.9Average Accuracy
10
CIFAR-100 Client-wise α = 0.1 (test)
61.96Accuracy
10
CIFAR-10 last 5% of data stream
25.49Accuracy
10
CIFAR-10 last 10% data stream
25.83Average Accuracy
10
CIFAR-10 (Entire data stream)
23.24Accuracy
10
CIFAR100
2.4MIA Success Rate (No Attack)
10
CIFAR-100 2 Classes
86.55Forgotten Accuracy (Acc_ft)
10
CIFAR-10 (test)
3.93Test Error Rate
10
CIFAR-100
70.87Accuracy
10
CIFAR-10
90.05Accuracy
10
CIFAR10 (test)
86.19Anat Score
10
CIFAR-10-C (InD) and CIFAR-100-C (OOD)
87.23Accuracy
10
CIFAR-100 4-way sharded (test)
53.4Accuracy
10
CIFAR-100 50 tasks
93.13Accuracy (Last Task)
10
CIFAR-100
0.002LCE
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CIFAR-10
0.006LCE
10
cifar100 (test)
0.11LCE
10
CIFAR-100
0.001LCE
10
CIFAR100 Asymmetric Noise, η=0.4
45.49Accuracy
10
CIFAR100 Asymmetric Noise, η=0.3
59.76Accuracy
10
CIFAR100 Asymmetric Noise, η=0.2
68.3Accuracy
10
CIFAR100 Symmetric Noise, η=0.4
65.9Accuracy
10
CIFAR10 Asymmetric Noise, η=0.4
78.6Accuracy
10
CIFAR10 Asymmetric Noise, η=0.3
86.11Accuracy
10
CIFAR10 Asymmetric Noise, η=0.2
90.1Accuracy
10