CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-10 (test)
93.01Backdoor Accuracy
54
CIFAR-20 (test)
86.8Test Accuracy
54
CIFAR-10
20True Positives (TP)
54
CIFAR-LT-100 Imbalance Factor 50 (test)
63.67Top-1 Accuracy
54
CIFAR-100 (10-split)
92.35ACC
54
CIFAR-10 1.0 (test)
99.03Accuracy
54
CIFAR-10 Seq
78.62Final Average Accuracy (FAA)
53
CIFAR-10 (test)
1.4Error Rate (%)
53
CIFAR-100 coarse
93.24Mean-weighted F1
52
CIFAR-10
98.6ACC
52
CIFAR-100
100AUC
52
Seq-CIFAR-100
86.38Accuracy
52
CIFAR-10 Seq
96.95Final Average Accuracy
52
CIFAR-100 (test)
89.63Accuracy
52
CIFAR100 UnSeen-Domain (US)
63.5Accuracy
52
CIFAR-20
73.2Mean Accuracy
52
CIFAR-10H
0.84ECE
52
CIFAR-10 (test)
0.984AUROC
52
CIFAR-10-C (test)
11.2Error Rate
51
CIFAR-10-LT gamma=100 (test)
94.3Accuracy
51
CIFAR100-C (test)
68.86Robustness Accuracy
51
CIFAR-FS (test)
97.64Mean Accuracy
51
CIFAR-100
65.88Average Accuracy
51
CIFAR-100 (test)
1.644Mean Prediction Set Size
51
CIFAR10
100ASR
50