CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR100-LT (ID) TIN (OOD)
72.87AUC
3
CIFAR10-LT (ID) CIFAR (OOD)
89.05AUC
3
CIFAR-10 Blend poisoned (test)
94.6Backdoor Accuracy
3
CIFAR-100 (test)
60.88Final Test Accuracy
3
CIFAR-100 2009 (test)
37.6Accuracy
3
CIFAR-10 (test)
70.8Acc (L-inf)
3
CIFAR-10 (test)
90.56Accuracy (p=0.2)
3
CIFAR100 (test)
67.81-shot Acc
3
CIFAR-10 5% MT (test)
4.37FID
3
CIFAR-10
95.72ID Accuracy
3
CIFAR100 (test)
70.28PA
3
CIFAR-100 Ours Setting LT (test)
66.85Forward LT Acc 1
3
CIFAR (test)
0.287Metric A
3
CIFAR100 OOD (test)
33.04RMS Calibration Error
3
CIFAR-10
93.53Standard Accuracy
3
CIFAR-10 (test)
48.73Accuracy (Exit 1)
3
CIFAR-100 (test)
28.37Accuracy (Exit 1)
3
Dirty-CIFAR-10 (test)
98.6Precision
3
CIFAR-10 (test)
84.36SLF SA (%)
3
CIFAR100 Seq
0.439Top-1 Accuracy
3
CIFAR-100 (test)
26.36Robust Accuracy (Best)
3
CIFAR-100 normal (val)
2.72FID
3
CIFAR-100 (test)
3.44NLL
3
CIFAR-10
7.21FID
3
CIFAR (test)
0.02MSE
3