CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100 tasks
38.84Class Accuracy (CA)
7
CIFAR-10
62.4Accuracy
7
CIFAR-100
95.5Accuracy
7
CIFAR-100 ST-100 step-imbalance (test)
60.17Accuracy
7
CIFAR-10 ST-50 step-imbalance (test)
97.56Accuracy
7
CIFAR-10 LT-100 long-tailed (test)
89.83Accuracy
7
CIFAR-10
20Component Score A 1
7
CIFAR10
94.14Target Accuracy (TA)
7
CIFAR-10 (test)
15.01BEC (BadNets)
7
CIFAR10
96.51Clean Accuracy (CA)
7
CIFAR10 Task Order 2
95.96Clean Accuracy (CA)
7
CIFAR100
91.32Clean Accuracy (CA)
7
CIFAR100
83.56Accuracy (CA)
7
CIFAR10
96.51Accuracy
7
CIFAR100
80.17Classification Accuracy (CA)
7
CIFAR-100
1.75Runtime (seconds)
7
CIFAR-100 20 tasks (5 classes per task)
62.66Accuracy
7
CIFAR-100 5 tasks, 20 classes per task (test)
63.87Accuracy
7
CIFAR-100
1.5Time
7
CIFAR-10
0.3Inference Time
7
CIFAR-100
69.17Accuracy (IDN-20%)
7
CIFAR-10
90.53Accuracy (IDN-20%)
7
CIFAR-10 Large
79.05GM
7
CIFAR-10 Medium
61.22GM (Geometric Mean)
7
CIFAR-10 (Small)
47.9Geometric Metric (GM)
7