CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-10-C (test)
85.77Accuracy
62
CIFAR-10
99.87Accuracy (Erase)
62
CIFAR-100-N
80.89Accuracy
62
CIFAR-10 (test)
2.65NLL (bits/dim)
62
CIFAR-10 4,000 labels (test)
2.7Test Error Rate
62
CIFAR-100 Imbalance Ratio LT-50 (test)
90.2Accuracy
62
CIFAR-100
89.19Top-1 Accuracy
61
CIFAR-100 (test)
120Communication Rounds
61
CIFAR-100 VGG-11 (test)
11Communication Rounds
61
CIFAR-100 synthetic noise (test)
74.9Accuracy
61
CIFAR-100-LT (Imbalance Ratio 50)
91.2Top-1 Accuracy
61
CIFAR-100 (test)
85.21Clean Accuracy
61
CIFAR-100 Split
95.02Accuracy
61
CIFAR10
100TPR
60
CIFAR-100 LTN
84Top-1 Accuracy
60
CIFAR-10
100Backdoor Attack Success Rate
60
CIFAR-100 logits (test)
-0.97LogLoss Absolute Improvement
60
CIFAR10
88.6Accuracy (All)
60
CIFAR-10 standard (test)
91.19Accuracy
60
CIFAR-100
0.4Selective Prediction Error
60
CIFAR100 (test)
0.5Loss (Series)
60
CIFAR FS (test)
86.1Accuracy
60
CIFAR-10 Dir(0.5)
78.97Accuracy
59
CIFAR-10 (test)
95.67Accuracy
59
CIFAR10 (test)
92.2Average Accuracy
59