CIFAR-100
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-100-C v1 (test)
28.8Error Rate (Average)
60
CIFAR-100 LT Imbalance Ratio 10 (test)
91.3Accuracy
59
CIFAR-100
92.4Accuracy
56
Split CIFAR-100 (test)
93.89Average Accuracy (A_T)
56
CIFAR-100-LT Imbalance Factor 100 (test)
58.65Top-1 Accuracy
56
Imbalanced CIFAR-100 (val)
40.07Top-1 Error
56
CIFAR-100 (test)
51.52Accuracy
54
CIFAR-100-LT (test)
0.015ECE
53
CIFAR-100 2009 (test)
80.08Accuracy
53
CIFAR-100 OpenOOD (test)
96.39AUROC (AVG)
51
CIFAR-100-C (test)
65.17Accuracy
51
CIFAR-100 long-tailed (test)
57Balanced Accuracy
51
CIFAR-100 coarse (test)
2.7Relative Accuracy Loss
50
CIFAR-100 Clean
70.16Accuracy
49
CIFAR-100 original uncorrupted (train)
41.64Accuracy
48
CIFAR-100-LT gamma=100 (test)
53.1Accuracy
48
CIFAR-100
67.9Top-1 Acc
45
CIFAR-100 (50-50)
71.2Accuracy
45
CIFAR-100 LT IF=0.01 (test)
38Accuracy
45
CIFAR-100-LT balanced imbalance factor 0.1 (test)
58.3Accuracy
45
CIFAR-100-C 30% corrupted (test)
73.6Accuracy
45
CIFAR-100 10 tasks
45.78Backward Transfer
44
CIFAR-100 (test)
86.7Accuracy (100 classes)
44
CIFAR-100 Quantity-based label imbalance
88.6FAA
42
CIFAR-100 Split
92.62Average Accuracy
41