CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-10N
94Accuracy
26
CIFAR-10 (test)
80Pretrain Accuracy
26
CIFAR-10 (full)
91.77Accuracy
26
CIFAR100 multi-class 5-shot
80.5BCR
26
CIFAR10
90AUC (Loss-Series)
26
CIFAR-10 (test)
21.33Offline Time (s)
26
CIFAR-10-LT
81.92Clean Accuracy
26
CIFAR-10 BadNet v1 (test)
95.3Clean Accuracy
26
CIFAR-10 Global (test)
76.77Accuracy
26
CIFAR-10
0.527R2
26
CIFAR-10
0.925R^2 Score
26
CIFAR-10
0.609R^2
26
CIFAR-FS (test)
84.345-way 1-shot Acc
26
CIFAR-100-C Severity 5
31.9mCE
26
CIFAR-100 IDN (test)
79.61Accuracy (20% IDN)
26
CIFAR-10 IDN (test)
94.07Accuracy (20% IDN)
26
CIFAR+10 4 closed CIFAR10 classes, 10 open CIFAR100 classes 1.0
98.9AUROC
26
S-CIFAR-100
71.46Accuracy
26
CIFAR10
2.04FID
26
CIFAR-100 USB (test)
8.9Error Rate
26
CIFAR-100 long-tailed (IF=100) (test)
57.7Top-1 Accuracy
26
CIFAR-100 (incremental)
65.42Avg Incremental Acc
26
Split CIFAR-10
81.6Accuracy
26
CIFAR-10 (test)
94.5Accuracy (Standard)
26
CIFAR-10 (10% random data forgetting)
8.7UA
25