CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
78.1Acc (w32a32)
6
CIFAR-10 SIG trigger (test)
0ASR
6
CIFAR-10 Blended trigger (test)
0ASR
6
CIFAR-10 real-data multilinear-extension
0.055Average Degree
6
CIFAR-10 (test)
100Success Ratio
6
CIFAR100
55Worst Group Top-1 Accuracy
6
CIFAR-10
91.28Precision
6
CIFAR-100 (test)
8.5Average Prediction Set Size
6
CIFAR10
0.5Encoding Latency (s)
6
CIFAR-10 (test)
91.8Test Accuracy
6
CIFAR100
86.65Accuracy
6
CIFAR-10
8Estimated Clusters
6
CIFAR-10
11Estimated Clusters
6
CIFAR-10
10Estimated Cluster Number
6
CIFAR-10 (test)
90.6Accuracy
6
CIFAR-10 Distributed 100 clients
100Detection Rate
6
CIFAR-10 Single-client
1Detection Rate
6
CIFAR-10
41.26Misclassification Rate (MR)
6
CIFAR-10
98.92ASR
6
CIFAR-10 (test)
99.71Accuracy (4/255)
6
CIFAR-10
87.92Accuracy (Forget)
6
Cifar100 (Novel)
80.28Leaf Accuracy (LA)
6
CIFAR-10
43.64ASR
6
CIFAR-100 (test)
76.94Accuracy
6
CIFAR-10
3.79gFID
6