CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
94.5HM
7
CIFAR-100 incremental sessions 0-8 static
76.95Accuracy Session 0
7
CIFAR-10 (held-out 5000 images)
85.1Accuracy (Global)
7
CIFAR100
34.9Macro Precision
7
CIFAR100
34.9Macro Precision
7
CIFAR10 imbl
81.28Macro Precision
7
CIFAR-100
78.34Top-1 Accuracy
7
CIFAR-100 (test)
70.85Test Accuracy
7
CIFAR-10 (test)
92Accuracy (Test)
7
CIFAR-10-LT (rho=0.1)
97.69AUPR (Confidence)
7
CIFAR-10 LT (rho=0.01)
87.01AUPR (Confidence)
7
CIFAR-10 retained set (Dr)
92.25Micro F1 Score
7
CIFAR-10 unlearned set
89.84Micro F1-score
7
CIFAR-10 (test)
75.92Accuracy (2 Tasks)
7
CIFAR-100
89.19Accuracy (ACC)
7
CIFAR-10
98.51Accuracy
7
CIFAR-10 (test)
83.57Clean Accuracy
7
CIFAR-100 Task-5 1.0 (test)
78.44Acco
7
CIFAR-100 Task-4 1.0 (test)
78.04Acco
7
CIFAR-100 Task-3 1.0 (test)
77.64Acco
7
CIFAR-100 Task-1 1.0 (test)
78.89Acco
7
CIFAR-10
78.6Clean Accuracy
7
CIFAR-10 (test)
88.42Accuracy
7
CIFAR-100
71.54Accuracy (Original)
7
CIFAR-10
91.45Accuracy (Original)
7