CIFAR-100
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Sequential CIFAR-100 20 Tasks (test)
78.09Accuracy
6
CIFAR-100 Sequential
5.75Forgetting
6
Imbalanced CIFAR-100 long-tailed, ratio 100 (val)
55.35Top-1 Error
6
CIFAR-100 Long-tailed Imbalance 20 (train)
54.37Top-1 Acc
6
CIFAR-100 Long-tailed Imbalance 50 (train)
46.78Top-1 Acc
6
CIFAR-100 Long-tailed Imbalance 200 (train)
37.91Top-1 Accuracy
6
CIFAR-100 AA adversarial (test)
30.69Accuracy
5
CIFAR-100
77.74Accuracy (Convergence)
5
CIFAR-100 Cyclic Shift (test)
7.9Accuracy
5
CIFAR-100 Abrupt Shift (test)
8Accuracy
5
CIFAR-100 (test)
16.82Test Error
5
CIFAR-100 (alpha = 0.4)
47.59Top-1 Accuracy
5
CIFAR-100 (alpha = 0.1)
41.92Top-1 Accuracy
5
CIFAR-100 (test)
63.65Accuracy (Clean)
5
CIFAR-100 Step Quantity
0.95Average Pearson Correlation
5
CIFAR-100
86.43FA
5
CIFAR-100 (test)
62.2Top-1 Accuracy
5
CIFAR-100 Seq 5 (test)
5.2Avg Forgetting
5
CIFAR-100 Seq 4 (test)
0.95Avg Forgetting
5
CIFAR-100 Seq 2 (test)
0.51Average Forgetting
5
CIFAR-100 Seq 1 (test)
1.85Avg Forgetting
5
CIFAR-100 (test)
70.12Accuracy
5
CIFAR-100 5% v1 (test)
78.91C-Acc (BadNet)
5
CIFAR-100 Instance-dependent Noise 0.2 (test)
89.38Accuracy (Best)
5
CIFAR-100 1.0 (test)
22.97Cosine Similarity
5