CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10
1SSIM
7
CIFAR10
0.753SSIM
7
CIFAR-100
36.56Clean Accuracy
7
CIFAR-10
68.52Clean Accuracy
7
CIFAR-10 (test)
86.98Accuracy
7
CIFAR-100
76.3Top-1 Acc
7
CIFAR-100 (beta=0.1)
77.7Accuracy
7
CIFAR-100
0.999ZRF Score
7
CIFAR-10 NAS-Bench-201 (test)
94.37Top-1 Accuracy
7
CIFAR-10 (train)
9.82Time per Round (s)
7
CIFAR10-LT (ID) Texture (OOD)
98.22AUC
7
CIFAR-10 2010 (test)
62.8Accuracy
7
CIFAR-10 Implicit Neural Representations (test)
38.82Accuracy
7
CIFAR-10 Unseen Adversaries (test)
26.1Union
7
CIFAR-10 deep features (test)
87.1Accuracy
7
CIFAR-10 Instance-Dependent Noise 50% (test)
76.87Accuracy
7
CIFAR-100 meta (train)
0Classification Error (%)
7
CIFAR-100
17.38FGSM Error Rate
7
CIFAR10-DVS neuromorphic (test)
84.8Accuracy
7
CIFAR100-C coarse-grained
85Accuracy
7
CIFAR-10 32x32 (test)
0.02MSE
7
CIFAR-10 13579 (one-for-all)
91.9AUROC
7
CIFAR-10 {02468} (one-for-all)
0.93AUROC
7
CIFAR-10 {01234} (one-for-all)
0.844AUROC
7
CIFAR-20 Class-prior Shift 100 (test)
40.27Mean Accuracy
7