CIFAR-100
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-100 (test)
81.51Accuracy (0% Noise)
11
CIFAR-100 vs LSUN (C)
98.91AUROC
11
CIFAR-100+ augmented (test)
0.117Error Rate
11
CIFAR-100 (test)
88.2AUROC
11
CIFAR-100 Multi-level [3, 6, 11] (test)
61.86Accuracy (Multi-level)
10
CIFAR-100 Cluster-wise (30, 5) (test)
53.72Accuracy
10
CIFAR-100 20 Classes
79.93Forgotten Accuracy (Acc_ft)
10
CIFAR-100 5 Classes
77.01Accuracy (Fine-tuned)
10
CIFAR-100 (test)
16.74Test Error Rate
10
CIFAR-100 Split
10.3AutoAttack Success Rate (%)
10
CIFAR-100 Split (test)
63.08AutoAttack Success Rate
10
CIFAR-100 20-way (homogeneous client partitions)
70.95Accuracy
10
Long-Tailed CIFAR-100 (ρ = 100) (test)
46.23Test Accuracy (LT ρ=100)
10
Long-Tailed CIFAR-100 ρ = 10 (test)
65.45Test Accuracy
10
Long-Tailed CIFAR-100 ρ = 1 (test)
79.4Test Accuracy
10
CIFAR-100 (Static)
81.3Accuracy
10
CIFAR-100 (test)
72.1Test Accuracy
10
CIFAR-100 Forget 10%
75.67Test Accuracy
10
CIFAR-100 Forget 1%
75.52Test Accuracy
10
CIFAR-100
82.5Accuracy
10
CIFAR-100 Near-OOD (test)
70.76DS F1 Score
10
CIFAR-100 GL-Dir(0.3)
84.6Mean Accuracy
10
CIFAR-100
11RelMAE
10
CIFAR-100 (test)
62.5Top-1 Accuracy
10
CIFAR-100 (test)
32.75Coverage
10