CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
7,166Noise Scale
48
CIFAR10-LT
83.8Accuracy
48
CIFAR10-LT
83.8Accuracy
48
CIFAR-10 IID partition (test)
50Targeted Communication Cost
48
CIFAR-10
85.1Top-1 Accuracy
47
CIFAR-10
92.8Mean Accuracy
47
CIFAR-10
95.7AUC
47
CIFAR-100 IID
73.98Accuracy
47
CIFAR-100 LT (Imbalance ratio 100)
53.41Top-1 Acc
47
CIFAR-100
81.86Accuracy
46
CIFAR-100
2.5Task Forgetting (FGT_T)
46
CIFAR-100 10% labeled data
69.1Accuracy
46
CIFAR-10
99.94Accr
46
CIFAR100 (test)
29.1Avg FPR95 (Overall)
46
CIFAR-100
70.37TPR @ 1% FPR
46
CIFAR-10 OOD (test)
99.55AUROC
46
CIFAR-10-LT IF 10
92Top-1 Accuracy
46
CIFAR-100 (test)
66.74Natural Acc
46
CIFAR-100 IND Gaussian Noise OOD
99.8AUROC
46
CIFAR10-LT imbalance factor 100 (test)
82.6Top-1 Accuracy
46
CIFAR-FS (test)
94.87Accuracy
46
CIFAR-100 (20 / 80)
68.77Accuracy
45
CIFAR-10 (6 4)
93.64Accuracy
45
CIFAR-100 (val)
77.78Top-1 Accuracy
45
CIFAR-100
84.41Base Top-1 Accuracy
45