CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 50 IPC
85.9Performance
6
CIFAR-100 3-shot
50.58Accuracy
6
CIFAR-10 (test)
92.36Accuracy (ResNet18)
6
CIFAR-100 VTAB
41Accuracy
6
CIFAR-20 (D_t)
82.52Accuracy
6
CIFAR-10 (D_t)
91.23Accuracy
6
CIFAR-100 Du (unlearn)
88.98Accuracy
6
CIFAR-20 Du (unlearn)
94.21Accuracy
6
CIFAR-20 Dr (retain)
82.67Accuracy
6
CIFAR-10 Du (unlearn)
95.05Accuracy
6
CIFAR-10 Dr (retain)
92.02Accuracy
6
CIFAR-10 SCOOD benchmark (test)
95.57ID Accuracy
6
CIFAR100 (test)
83.73AUROC
6
CIFAR-10
61.7Best Accuracy
6
CIFAR10.1 v6
1.95MAPE
6
CIFAR10C
4.73MAPE (%)
6
CIFAR10 vs. CIFAR100
0.989Correlation (nu, zeta)
6
CIFAR10
123Communication Rounds
6
CIFAR-100 (test)
64.64Natural Accuracy
6
CIFAR10 Noise ratio 0.6, Open ratio 0.5 (test)
95.2Best Accuracy
6
CIFAR10 Noise ratio 0.3, Open ratio 0.5 (test)
96.3Best Accuracy
6
CIFAR-10
90.4Certified Acc (eps=0.0)
6
CIFAR-100
77.89ID Accuracy
6
CIFAR-100
51.5Corruption Robustness
6
Split-CIFAR10
98.68Avg Per-Task Accuracy
6