CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-100
1.32ECE
35
CIFAR-10
0.29ECE
35
CIFAR10
91.18Accuracy (CIFAR-10)
35
CIFAR-10 (test)
74.78Test Accuracy
35
CIFAR-10
1.79FID
35
CIFAR-100 Pathological
95.46Mean Accuracy
35
CIFAR100
68.2Accuracy
35
CIFAR-20
83.1Ar
35
CIFAR10
88.12Acc
35
CIFAR-100 0.35% BER (test)
73.7Clean Accuracy
35
CIFAR-100 0.5% BER (test)
73.7Clean Accuracy
35
CIFAR-10 0.5% BER (test)
92.6Clean Accuracy
35
CIFAR-10 1.0 (test)
95.41Test Acc
35
CIFAR100 (test)
0.51BWT (Backward Transfer)
35
CIFAR-100 (full data)
13.98Inception Score
35
CIFAR-10 (10% data)
10.1Inception Score
35
CIFAR-10 (20% data)
10.26Inception Score
35
CIFAR-10 Interp.
0.86AUROC
35
CIFAR-10-C
5.2RMS Calibration Error
35
CIFAR-10-P
1.5mFR (%)
35
CIFAR-10-LTN Symmetric Noise (test)
96.1Top-1 Accuracy
34
CIFAR10
98.7mAP
34
CIFAR-100
87.7AUROC
34
CIFAR-10 Dir-0.1
91Accuracy
34
CIFAR100
23.78Robust Accuracy
34