CIFAR10
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10-STA (test)
63.2Accuracy
3
CIFAR10 R(10°)
63.2Certified Accuracy
2
Cifar10 NATS-Bench
89.16Accuracy
2
CIFAR10
0.01Local Average Distance (AD)
2
CIFAR10 EDM
99.8AUC
2
CIFAR10 (test)
79.99RA (W-MSE)
2
CIFAR10 (test)
93.95W-MSE Score
2
CIFAR10 superpixel (test)
63.6Certified Accuracy (p=0)
2
CIFAR10 long-tailed (train)
5.46FID
2
CIFAR10-LT p = 100 (test)
22.76FID
2
CIFAR10-LT IF 100 (test)
92.6Acc (Many)
2
CIFAR10 Clean regime no injected noise (test)
0.46Rho (NDDV vs LOO)
1
CIFAR10 Noisy regime, 10% label noise (test)
0.82rho (NDDV vs LOO)
1
I2E-CIFAR10
0.03Generation Speed (ms/sample)
1
CIFAR10 (700/147)
97.43TPR
1
CIFAR10 1 (train)
—Primary metric
0