CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 Dir(0.1) (test)
86.7Test Accuracy
8
CIFAR-10 Dir(0.05) (test)
93.49Test Accuracy
8
CIFAR-100
1.87Average AD
8
CIFAR-100
92.41Accuracy
8
CIFAR-10
98.1Accuracy
8
CIFAR10-DVS
89.43Accuracy
8
CIFAR-20 superclass (veg)
95.71Dr (Utility)
8
CIFAR-20 Veh2 superclass
95.73Retention (Dr)
8
CIFAR-100
56.1MIA Accuracy
8
CIFAR-100
68.09Accuracy (W32A32)
8
CIFAR-10
78.08Accuracy (w32a32)
8
CIFAR-100
71.7Top-1 Accuracy
8
CIFAR10
95.9Accuracy
8
CIFAR-10 high learner heterogeneity
1.4Price of LARP P(F)
8
CIFAR-10 low learner heterogeneity
1Price of LARP P(F)
8
CIFAR100 (test)
10.099L^e Start Bound (x10^-7)
8
CIFAR-10
0.999Test Power
8
CIFAR-10 1k subset 10% label noise
80.32AUC (%)
8
CIFAR80N-O (test)
68.39Accuracy (Sym-20%)
8
CIFAR-10 (5 x 5 CV)
88.45Accuracy
8
CIFAR-10
85.92Clean Accuracy
8
CIFAR-10
87.44Clean Accuracy
8
CIFAR-10 l_inf = 8/255 (test)
93.7Clean Accuracy
8
CIFAR-10-C
91.8CCC
8
cifar10c
90.32Mean Coverage (MC)
8