CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR 100/10 (test)
100AC
32
CIFAR-10
94.48Top-1 Accuracy (Base)
32
CIFAR-10
72.64ASR
32
CIFAR100
68.1Test Accuracy
32
CIFAR-10
84.8Accuracy
32
CIFAR100 (test)
81.66Top-1 Accuracy (0% Corruption)
32
CIFAR-20
79.7Inception Score
32
CIFAR-10 (test)
1.54Offline Running Time (s)
32
CIFAR-100 Si-Blurry (test)
80AAUC
32
CIFAR-10
12.89FPR@95
32
CIFAR10 instance-dependent noise (test)
0.913Test Accuracy
32
CIFAR-100 Class-IL (5T)
69.36Accuracy
32
CIFAR-10
100MIA Accuracy (Mean)
32
CIFAR100-LT Imbalance Ratio 10
85.7Accuracy
32
CIFAR-100 (40:60 split)
66.44Accuracy
32
CIFAR-10 (4:6 split)
0.931Accuracy
32
CIFAR-10 (test)
0.077L1 ECEKDE
32
CIFAR100
82.9Top-1 Acc
32
CIFAR-10
0.016Top-1 Error (%)
32
CIFAR-100 (test)
77.23Accuracy
32
CIFAR FS
97.47Accuracy
32
S-CIFAR-10 Class-IL
92.2Accuracy
32
CIFAR-100 Sym-50% (test)
69.77Accuracy
32
CIFAR 100
1.15Avg Prediction Set Size
32
CIFAR-10 AutoAttack v1 (AA)
76.04Accuracy
31