CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10 (test)
0.93AUC
13
CIFAR-10 32x32
1.97FID
13
CIFAR-100
0.93Training Time (Hours)
13
CIFAR-100 original (test)
100Clean Similarity
13
CIFAR-10 Mild Non-IID (C=5, α=3.0) (test)
84.52Top-1 Accuracy
13
CIFAR-100
83.8Top-1 Accuracy
13
CIFAR-10
3.15Inference Time (s)
13
CIFAR-100
59.82Accuracy at 500 Rounds
13
CIFAR-10
90.57Accuracy @ 500 Rounds
13
CIFAR-100
55.79Accuracy (500 Rounds)
13
CIFAR-10
86.52Accuracy (500 Rounds)
13
CIFAR-10 500 clients, 2% participation (i.i.d.)
80.87Accuracy (500 Rounds)
13
CIFAR 1000 images
51.6Verified Accuracy
13
CIFAR-10-C
59.01AUPR (C=1)
13
CIFAR-10-LT (ρ = 0.1)
86.37Test Accuracy
13
CIFAR-10 IND CIFAR-100 OOD (test)
0.904AUROC
13
CIFAR-10 (test)
42.2Accuracy
13
CIFAR-10
94Top-1 Accuracy
13
CIFAR100 (test)
79.9Accuracy
13
CIFAR-10
17.24Latency (ms/iter)
13
Small CIFAR-5
99.96Retention Accuracy
13
CIFAR100
84.6BCR
13
CIFAR-10-S
-8.83Clean Attack Drop (CAD)
13
CIFAR-10
298Execution Time (ms)
13
CIFAR-10 (test)
33.98FID (car)
13