CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
72.19Accuracy (2 Tasks)
3
CIFAR-10 (test)
8.86Amortized Latency (s)
3
CIFAR-100
59.26F1 Score
3
CIFAR-100 (test)
7.8Gap
3
Sequential CIFAR-10 (test)
42.44Accuracy
3
CIFAR-10
3.241-step FID
3
CIFAR-10
90.7Accuracy (ACC)
3
CIFAR-10
4.49Average Time per Epoch (s)
3
CIFAR-100 (Dr)
89.61MIA Success Rate
3
CIFAR-100 Dirichlet
30Round
3
CIFAR-10 (test)
63.7Accuracy (Epsilon=1)
3
CIFAR-10
89.51Clean Accuracy
3
CIFAR-10
57.04PSNRb
3
CIFAR-10 (test)
39.51Test Accuracy (k=2)
3
CIFAR-10 2009 (test)
89.9Marginal Coverage
3
CIFAR-10 (test)
47Verified Robust Accuracy (VRA)
3
CIFAR-10
0.35Proof Generation Time (s)
3
CIFAR-10
88Accuracy
3
CIFAR-10 FR
92.21Accuracy
3
CIFAR-10 (SW)
15.33Accuracy
3
CIFAR-10 EN
93.91Accuracy
3
CIFAR-100
72.02Top-1 Accuracy
3
CIFAR-10
231.2OT Cost
3
CIFAR-10
77Convergence Rounds
3
CIFAR-10
73.9Top-1 Accuracy
3