CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
96Clean Top-1 Accuracy
6
CIFAR-10 1.0 (test)
0Automobile FID (O)
6
CIFAR-10
1,211Communication Steps
6
CIFAR-10 (val)
93.42Validation Accuracy
6
CIFAR-10 ResNet-18 (test)
87.28Sparsity
6
CIFAR-10 VGG-11 (test)
90.4Sparsity
6
CIFAR-10 (test)
63.2Accuracy
6
CIFAR-100 Uniformly Mild
2.01Average Forgetting
6
CIFAR-10 (test)
0MRED
6
CIFAR-10 Swiss Roll prior
3.18Latent NLL
6
CIFAR-10 Pinwheel prior
1.69Latent NLL
6
CIFAR-100 Dir(0.5) (test)
51.04Test Accuracy
6
CIFAR
98.15Avg. Accuracy
6
CIFAR-10
0.18KL Divergence
6
CIFAR-10 (test)
35Delay Gain (%)
6
CIFAR-100
85.2Accuracy
6
CIFAR100 25 Task (test)
73.89Average Task Accuracy (AAT)
6
CIFAR-100
26.36FGSM Accuracy
6
CIFAR-10
60.68Robustness (FGSM)
6
CIFAR-10
0.71Gini Index
6
CIFAR-10
49ROAD-AOPC
6
CIFAR-10 32 x 32 (test)
0.669Structure SATV
6
CIFAR-10 Dir-0.1 (test)
40Training Rounds
6
CIFAR-10
36.12FID
6
CIFAR-10
83.65Backdoor Accuracy (BA)
6