CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 (IID)
2,164.36Training Delay (minutes)
16
CIFAR-100 50% class-wise data forgetting (train test)
99.9Accuracy Dr (Train)
16
CIFAR-100 30% class-wise data forgetting (train/test)
99.9Utility (Accuracy, Train, Retained Data)
16
CIFAR-10
1.98FID
16
CIFAR100 LT (r=10)
68.7Top-1 Accuracy
16
Cifar-10
29.65FPR@95
16
CIFAR100 10 tasks
89.8Average Accuracy
16
CIFAR-100
100Precision
16
CIFAR-10
100Precision
16
CIFAR-100
84.25Accuracy
16
CIFAR-10
91.81Accuracy
16
CIFAR-100
22.86Error Rate
16
CIFAR-10 (val)
95.01Accuracy (Natural)
16
CIFAR-10 Random Forget (10%)
100Unlearn Accuracy
16
CIFAR10
0.112MSE
16
CIFAR-100
0.013MSE
16
CIFAR-100 (test)
89BIM AUC
16
CIFAR-20 (test)
57.37Inception Score
16
CIFAR-100 (test)
56.8Accuracy
16
CIFAR-10 (test)
87.5Accuracy
16
CIFAR-10 (test)
94.48Baseline Accuracy
16
CIFAR-10 (test)
0.36NLL (N=100)
16
CIFAR100 (val test)
68.43Accuracy
16
CIFAR-10 Dir-1.0
86.46Accuracy
16
S-CIFAR-10 (test)
18.19Final Forgetting
16