CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 Source (test)
81.17Accuracy
3
CIFAR10
2.3∆CA
3
CIFAR100
14.2Delta CA
3
CIFAR-20
27.76Delta FID (Top 5%)
3
CIFAR-100
0.628VGMU
3
CIFAR-10
0.885VGMU
3
CIFAR-10 (retained)
96.83Micro F1 Score
3
CIFAR-100 non-IID (test)
31Convergence Rounds (30% Target)
3
CIFAR-10 first five classes
49.2Accuracy
3
CIFAR-10
3.003BPD
3
CIFAR-10 (test)
3.17FID
3
CIFAR-100 (test)
0.831Accuracy
3
CIFAR-10 (test)
97.01Accuracy
3
CIFAR-10 50k samples (train test)
0.863SC
3
CIFAR 100
5,000Avg Samples per Episode
3
CIFAR 10
10,000Avg Samples per Episode
3
CIFAR-100
31.4Training Time (h)
3
CIFAR-10
30.53Training Time (h)
3
CIFAR-10
94.13Acc (Auth)
3
CIFAR100
0.66Loss-Series AUC
3
CIFAR-10
7,975.09Throughput (img/s)
3
CIFAR-10 N=50000 (train)
33Avg SGD Run Time (L2-SP)
3
CIFAR 100-KR (test)
97.78Df
3
CIFAR 10-KR (test)
99.98Df (Forgetting)
3
CIFAR-10 25 labels per class
95.7Accuracy (Seed 0)
3