CIFAR-10
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 Adap-Patch 1.0 (test)
94.2Backdoor Accuracy
2
CIFAR-10
76.75Accuracy
2
CIFAR-10 error-free labels (test)
50.8Top-1 Acc
2
CIFAR-10
0.943Clean Score
2
CIFAR-10 (test)
94.7Top-1 Accuracy (eps=1)
2
CIFAR-10 Clean-label Trigger (test)
99.8ASR
2
CIFAR-10 Gray-scale Trigger (test)
91.2ASR
2
CIFAR-10 (train)
49.4Training Delta R
2
CIFAR-10 NDS ResNeXt-B (test)
95.12Test Accuracy
1
CIFAR-10 NDS ResNet (test)
0.953Test Accuracy
1
CIFAR-10+ 4000 labels augmented (test)
10.55Error Rate
1
CIFAR-10 (test)
—Primary metric
0
CIFAR-10 Laplace2 noise 1.0 (test)
—Accuracy
0
CIFAR-10 (test)
—Primary metric
0
CIFAR-10 5x5 trigger (test)
—Primary metric
0
CIFAR-10 (test)
—Primary metric
0
CIFAR-10 500 clients 2% participation i.i.d. (test)
—Accuracy
0
CIFAR-10 500 clients 2% participation Dirichlet 0.6 (test)
—Accuracy (500 Rounds)
0
CIFAR-10 32x32 (test)
—Primary metric
0
CIFAR-10 (unsupervised)
—Primary metric
0