CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100 (test)
83.6Accuracy
41
Binary CIFAR100 imbalance ratio 1:200 (test)
69.9FPR @ 98% TPR
41
CIFAR-10 (test)
97.42Test Accuracy
41
CIFAR-100 (10% data)
12.7Inception Score
41
CIFAR-100 (20% data)
13.78IS
41
CIFAR-LT-100 Imbalance Factor 10 (test)
68.67Top-1 Accuracy
41
CIFAR-100
93.42Accuracy
41
CIFAR-100 vs ISUN (test)
0FPR @ 0.05 FNR
41
CIFAR-10 (test)
2.28FID
40
CIFAR100
77.85Top-1 Accuracy (Group Avg)
40
CIFAR10
95.41Average Group Accuracy (Top-1)
40
CIFAR10
91.13Worst Group Top-1 Accuracy
40
CIFAR-10
89.85Clean Accuracy
40
CIFAR-100 20 tasks
71.93Accuracy (ACC)
40
CIFAR-100 (test)
72.85Clean Accuracy (CIFAR-100 Test)
40
CIFAR-10 (test)
72.04Clean Accuracy
40
CIFAR-100 In Class Random Forgetting
99.98RA (Utility Retention)
40
CIFAR-10
99.35PUL
40
CIFAR-10 32x32 (EDM) (50k samples)
1.97FID
40
CIFAR-100 AVG forget set
57.8MIA Correctness
40
CIFAR-100 Low forget set
71.633MIA Correctness Rate
40
CIFAR-100 Mid forget set
68.267MIA Correctness
40
CIFAR-100 High forget set
94.933MIA Attack Success Rate
40
CIFAR-10-C 1 (test)
9.1Classification Error
40
CIFAR-10 standard (test)
3.8Error Rate
40