CIFAR10
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR10 (test)
99.5Accuracy
585
CIFAR10 (test)
97.42Accuracy
331
CIFAR10 32x32 (test)
1.1FID
186
CIFAR10 non-iid
88.1Accuracy
162
CIFAR10 (test)
76.903Test Accuracy
162
CIFAR10 LT (test)
86.7Accuracy
106
CIFAR10-RES18 (test)
100Test Power
97
CIFAR10
0.33Classwise ECE
84
CIFAR10 50k samples (test)
1.79FID
81
CIFAR10 (train)
0.02FID
77
CIFAR10 (test)
98.1Accuracy
76
CIFAR10-C (test)
89.94Accuracy (Gaussian)
72
CIFAR10 long-tailed (test)
85.5Accuracy
68
CIFAR10 IDN (test)
96.68Accuracy
67
Split CIFAR10 32x32 (test)
60.1Accuracy
66
Sequential CIFAR10
91.13Accuracy
60
CIFAR10-C
84.68Mean Accuracy (mAcc)
52
CIFAR10 (val)
99.29Accuracy
51
CIFAR10 5 tasks (test)
69.1Accuracy
51
CIFAR10 5 tasks (test)
10Avg Forgetting Rate
51
CIFAR10-WRN8
100Test Power
49
CIFAR10 WRN28
66.9Test Power
49
CIFAR10 (test)
94.7Test Accuracy
49
CIFAR10
0.02Training Loss
48
CIFAR10
0.508Provider Influence (Mean)
48