CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR100 (out-of-domain)
60.5Accuracy
5
CIFAR10 (out-of-domain)
74.3Accuracy
5
CIFAR-10 with ImageNet-32 open-set noise
79.89Average Accuracy
5
CIFAR
105Training Time (s)
5
CIFAR-10 7 (test)
8.69Test Error
5
CIFAR-10
88.3Average Accuracy (Zero-shot)
5
cifar100 VNN-COMP 2024
125Verified Properties Count
5
Split CIFAR (test)
74.11ACC
5
CIFAR-10
0.556KL Divergence (0.01)
5
CIFAR-10 (test)
90Accuracy
4
CIFAR-10
65.11Robust Accuracy (L1, eps=12)
4
CIFAR-10
1.128FID
4
Cifar-10 [32 x 32 x 3]
0.88NDB/C
4
CIFAR-100 N=20,000
0.36MAE CWCE (Equal Binning 15)
4
CIFAR-10 (test)
10,000Average Samples
4
CIFAR-10 with distribution shift from ImageNet
224FID
4
CIFAR-100
0.099RMSE
4
CIFAR-10
0.69Training Time (s/epoch)
4
CIFAR-10
3.697Mean FID
4
CIFAR-10 Order 1: balanced two-class increments (test)
43.83AP
4
CIFAR
1Computation Time
4
CIFAR10
0.47L(x)
4
CIFAR-10 (test)
0.9MSE
4
CIFAR-100
88.37Accuracy
4
CIFAR-100 (test)
83.06Top-1 Accuracy
4