CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10S Dir(0.5) 50C
76.33Accuracy
12
CIFAR100 10 Steps (test)
91.66Average Accuracy
12
CIFAR-100
54.8Near-OOD FPR95
12
CIFAR-10
26.47Near-OOD FPR95
12
CIFAR-100 (retain)
0.025Mean KLoM
12
CIFAR-100 (forget)
0.246KLoM (Mean)
12
CIFAR-10 Severe Non-IID (C=2, alpha=3.0) (test)
84.71Top-1 Accuracy
12
CIFAR-100
11Accuracy
12
CIFAR-10
33Accuracy
12
CIFAR-10 (test)
92.56Clean Accuracy
12
CIFAR-100
62.44Accuracy
12
CIFAR-10 2K samples
53Circuit Accuracy
12
CIFAR-10 10K (test)
52.5Soft Accuracy
12
CIFAR-10 Laplace2 noise (test)
59.57Accuracy
12
CIFAR-10
2.07Runtime (WAN)
12
CIFAR-10
0Accuracy (Clean)
12
CIFAR-10
95.2Clean Accuracy
12
CIFAR-10
0Clean Success Rate
12
CIFAR-100 (test)
0.779Accuracy
12
CIFAR-100 Dir-0.05
65.56Accuracy
12
CIFAR10 vs CIFAR100 Legacy Benchmark B
86.7DTACC
12
CIFAR-100
77.9Test Acc (symm 20%)
12
CIFAR-10
94.37Accuracy (Test, symm 20%)
12
CIFAR-10
10.9ERA (r=0)
12
CIFAR-10
80.27Accuracy
12