CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
89.1Accuracy
45
CIFAR100
86.5Top-1 Accuracy
45
CIFAR10 without Cutout (test)
96.34Accuracy
45
CIFAR10 (test)
93.47Top-1 Accuracy
45
CIFAR10
1Trustworthiness Score
45
CIFAR-10 LT
91.17Top-1 Accuracy
44
CIFAR-100F
87.46Accuracy
44
CIFAR 10 (Near OOD)
98.1AUROC
44
CIFAR-10 32x32 Score-SDE 50k samples (test)
2.48FID
44
CIFAR-100 (In-distribution) vs CIFAR-10 (OOD) (test)
96.3AUROC
44
CIFAR-10 LeNet-5 (test)
49Communication Rounds
44
CIFAR-100 10k labels
0.328Test Error Rate
44
CIFAR10
73.92Clean Trigger Accuracy (CTA)
43
CIFAR-10 uniform label noise, η=0.5 (test)
47.17Accuracy
43
CIFAR-20
61.3NMI
43
CIFAR-10
94.22ASR
43
CIFAR-10 (test)
94.5Accuracy
42
CIFAR-100 (test)
73.3Accuracy
42
CIFAR-10 fine-grained
68.94Accuracy
42
CIFAR-100 fine-grained (test)
50.76Accuracy
42
CIFAR-10 fine-grained (test)
67.46Accuracy
42
CIFAR-10
100Accuracy
42
CIFAR-10
98.5Clustering Accuracy (All)
42
CIFAR-10
92.2C-Acc
42
CIFAR100 (test)
69.7Test Accuracy
42