CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100
71.09Accuracy
2
CIFAR-100
92.35Accuracy
2
CIFAR-100
0.99Descent Rate
2
CIFAR 10 10.1
77.28Sampled Accuracy
2
CIFAR-10
18Intrinsic Dimension (Estimated)
2
CIFAR-10
69.15Acc After
2
CIFAR-10
82.67Confident Accuracy (C.Acc)
2
CIFAR-100 Label-Noise
61.41Accuracy
2
CIFAR-10
95.89Top-1 Accuracy
2
CIFAR-10
59.1Accuracy
2
CIFAR-100 OOD
5.7Accuracy
2
CIFAR-100 Unseen
2.95Accuracy
2
CIFAR-100
4.05Accuracy
2
CIFAR-10
2.117FID (50k)
2
CIFAR-100 100 samples (held-out)
100Success Rate
2
CIFAR-10 100 samples (held-out)
100Attack Success Rate
2
SplitCIFAR-100
48Average Success Rate
2
CIFAR-10 32 x 32
0.027MSE
2
CIFAR large
56.6Certified Robustness ($l_2$)
2
CIFAR small
71.2L2 Certified Robustness
2
CIFAR-10 Sequential (val)
35.45Accuracy
2
CIFAR-10 Plain-20 (test)
90.81Accuracy
2
CIFAR-5 (test)
0.056KL Divergence
2
CIFAR-5 (forget set)
2.56KL Divergence
2
CIFAR-100 (i.i.d.)
21Round
2