CIFAR-100
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-100 (test)
100Class Consistency
2
CIFAR-100 original (val)
1Rank
2
CIFAR-100 error-free labels (test)
22Top-1 Accuracy
2
CIFAR-100 (test)
23.15Top-1 Acc
2
CIFAR-100 (train)
218.019Training Delta R
2
CIFAR-100 (in-distribution) vs Uniform Noise (out-of-distribution) Dense-BC (test)
100FPR (95% TPR)
2
CIFAR-100 (test)
44.96Accuracy (FGSM)
2
CIFAR-100 (test)
38.5FPR@95
2
CIFAR-100 corruption (test)
60.14Accuracy
1
CIFAR-100
80Storage Compression Factor
1
CIFAR-100 (test)
0.921SC
1
CIFAR-100 Data-Free (test)
77.01Accuracy
1
CIFAR-100 (val)
—Primary metric
0
CIFAR-100 non-iid Dirichlet 0.3 (test)
—Accuracy
0
CIFAR-100 (test)
—Primary metric
0
CIFAR-100 (test)
—Accuracy (500R)
0
CIFAR-100 1.0 (test)
—LSUN AUC
0
CIFAR-100 S0 Standard DARTS space (test)
—Primary metric
0
CIFAR-100 (test)
—Test Accuracy (Dirichlet α=0.1)
0