CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10-DVS
80.88Accuracy (Auth)
3
CIFAR10 I2E
90.86Accuracy (CIFAR-10 I2E)
3
CIFAR10
100Detection Rate (Query I)
3
CIFAR-10
91.93Accuracy
3
CIFAR-10 (test)
78.47Accuracy
3
CIFAR-10 (train)
80.23Accuracy
3
CIFAR10 (test)
2.93Time-steps
3
CIFAR-10 100 epochs
1.98Cumulative Orthogonalization Cost (PFLOPs)
3
CIFAR10
0.76Belief MoRF
3
CIFAR-10 standard (test)
99.1BadNets Score
3
CIFAR-10 32x32 (val)
96.5AUC
3
CIFAR-100 (test)
134.27Communication Cost (MB)
3
CIFAR10-DVS
61.5Accuracy
3
CIFAR-10
78.96AUROC
3
CIFAR10
0.103Seed-Relative Semantic Drift
3
CIFAR-10 Cyclic Shift
55.7Accuracy
3
CIFAR-10 Gradual Shift
57.5Accuracy
3
CIFAR-10 Abrupt Shift
56.6Accuracy
3
CIFAR-10
0.42Cosine AUC
3
CIFAR-10
39.4FID
3
CIFAR10
0.006Worst Case Training Loss
3
CIFAR-100
28.47Precision@5
3
CIFAR-10
63.59Precision@1
3
CIFAR-100
73.27Accuracy (25% FLOPs)
3
CIFAR-10 Cross-Device, 100 clients
100Average TPR
3