CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100-LT (Consistent split)
82.2Accuracy
6
CIFAR-10-LT (Consistent split)
96.7Accuracy
6
Split-CIFAR-10 (5T)
69Accuracy
6
CIFAR-10
79.81Accuracy
6
CIFAR-10 (5000x1)
61Final Accuracy
6
CIFAR-100 coarse labels (test)
54.8Mean Test Accuracy
6
CIFAR-100 high-D holdout
0.069RMSE (log space)
6
CIFAR-10
2.76Dr
6
CIFAR-10 (test)
87.78Accuracy (Clean)
6
CIFAR-10 ρ=0.8 (test)
71.45Accuracy
6
CIFAR-10 ρ=0.4 (test)
78.07Accuracy
6
CIFAR-100 rho=0.49 (test)
56.83Accuracy
6
CIFAR-10
4.38FID
6
Cifar10 32x32 (50k samples)
44.2DP
6
CIFAR-10
4.89rFID
6
CIFAR-10 OOD (test)
86.9AR@1
6
CIFAR-100
99.9LP@1
6
CIFAR-10 IID (test)
74.2LF Attack Accuracy (10% Ratio)
6
CIFAR-100
52.68BP Top-1 Accuracy
6
CIFAR-10
81.76BP Top-1 Accuracy
6
CIFAR-10
77.3Mean Client Accuracy (alpha=0.1)
6
CIFAR-100
6.15FID
6
CIFAR-100
66.12Clean Accuracy
6
CIFAR10
69Certified Accuracy
6
CIFAR10
75Certified Accuracy
6