CIFAR100
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR100 C8-augmented (test)
83.61C8 Average Accuracy
10
Seq-CIFAR100 (test)
86.19Top-1 Acc
10
Seq-CIFAR100 (test)
70.56Top-1 Accuracy
10
CIFAR100 Ns=25 (test)
0.804Accuracy
10
CIFAR100 [0:49] (ID) vs [50:99] (OOD) (test)
0.81AUROC
10
CIFAR100 (test)
72.2Accuracy
10
CIFAR100 (test)
70.65Accuracy (0% Noise)
10
CIFAR100 ResNet20 (test)
6.35Efficiency Rate (gamma_n,m)
9
CIFAR100
6.608Efficiency Rate
9
CIFAR100 NID10.5 Long-tail (test)
55.86Accuracy (rho=10)
9
CIFAR100 NID2
55.08Accuracy
9
CIFAR100 NID1, α=0.2
64.41Accuracy
9
CIFAR100 CDC setting (test)
84.4I2C
9
CIFAR100 Dirichlet 0.6 (test)
99.75Client Acc Exceedance Rate
9
CIFAR100 Dirichlet 0.1 (test)
97.29Percent Clients Acc_p > Acc_g
9
CIFAR100 (test)
0.483Natural Accuracy
9
CIFAR100C level 5
24.3Classification Error Rate
9
CIFAR100 Blurry Setup (test)
55.1AR@1
9
CIFAR100 Disjoint Setup (test)
83.39AR@1
9
CIFAR100 (test)
80.7SA
9
CIFAR100-LT imbalance factor 100 1.0 (test)
56.7Balanced Error
9
CIFAR100R/10 (7 tasks)
95Accuracy (AC)
8
CIFAR100 Pathological Non-IID
68.28Accuracy
8
CIFAR100-C (test)
21Gaussian Noise Error
8
CIFAR100-C
54.3Top-1 Accuracy
8