CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR100
36RTA Score (15% Target Acc)
8
CIFAR-100 10-task
91.71Avg. ACC
8
CIFAR-100
31.2Epochs to Convergence
8
CIFAR-100 (test)
73.24Average Best-Found Accuracy
8
CIFAR-10 Asym0.4 (test)
93.7AUROC
8
CIFAR-100 alpha=0.5 (non-IID)
100CBA TPR
8
CIFAR-10 alpha=0.5 (non-IID)
100CBA TPR
8
CIFAR-100 (Participating Clients)
95.66Accuracy
8
CIFAR-100
76.5Top-1 Accuracy
8
CIFAR-100 (test)
32.72Last-10 Accuracy
8
CIFAR10-DVS
85Accuracy
8
CIFAR-100 (test)
83.52Accuracy (%)
8
CIFAR10-C (test)
63.1Gaussian Noise
8
CIFAR-10 (val)
1.07MSE
8
CIFAR-10
86.1Certified Accuracy (L1, R=0.5)
8
CIFAR-100 18 (test)
74.78Accuracy (ACC)
8
CIFAR-10 conditional
67.7Precision
8
CIFAR-100 Phase 3 Dtg
65.39Accuracy
8
CIFAR-100 Phase 2 Dtg
68.78Accuracy
8
CIFAR-100 Dtf Phase 2
17.11Accuracy
8
CIFAR-100 Phase 2 (train)
77.82Accuracy
8
CIFAR-100 Phase 1 (train)
77.22Accuracy
8
OpenOOD CIFAR-100 Far-OOD
86.2AUROC
8
CIFAR-10 standard (test)
0.008LCE
8
CIFAR-10 (test)
79.14Accuracy (5% removed)
8