CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-LT-100 (test)
42.15Top-1 Error
74
CIFAR-10 ViT-Tiny (test)
74.49Accuracy
73
CIFAR
0.016Estimation Error
72
CIFAR10-0.5 (test)
52.63Accuracy
72
CIFAR-10 0.2% fraction (test)
47.1Accuracy
72
CIFAR-100
98.97AUROC
72
CIFAR-10
94.82AUROC
71
CIFAR-10
92.27PSNR
71
CIFAR100 LT
62.69Balanced Accuracy
71
CIFAR-100 Long-Tailed
87.9Accuracy
71
CIFAR-100 (test)
100CVSR
70
cifar10
97.8Accuracy
70
CIFAR-100 2500 labels
9.42Error Rate
70
CIFAR-10 vs CIFAR-100
97.12AUROC
70
CIFAR10
97.9Accuracy
70
CIFAR-100 B0_Inc10
94.45Avg Accuracy
69
CIFAR100 (test)
95.41Mean Accuracy
69
CIFAR-10 synthetic noise (test)
93.53Accuracy
69
CIFAR-10
95.32Clean Accuracy
68
CIFAR-10
96Standard Accuracy
68
CIFAR10 (test)
0.74ECE
68
CIFAR-10-LT gamma=50 (test)
87.9Accuracy
68
CIFAR-10 4000 labels
1.41Error Rate
68
CIFAR-10
0.76ECE
68
CIFAR-10
2.51BPD
68