CIFAR-100
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-100 (val)
94.11Accuracy
781
CIFAR-100
100Accuracy
375
CIFAR-100 (test)
89.84Accuracy
295
CIFAR-100 (test)
91.1Top-1 Acc
287
CIFAR-100 NAS-Bench-201 (test)
78.17Accuracy
198
CIFAR-100
94.5Average Accuracy
150
CIFAR-100 (test)
89.1ACC
123
CIFAR-100 10 tasks (test)
43.2FAA (%)
115
CIFAR-100 (test)
0.85ECE
104
CIFAR-100 (test)
92.46Accuracy
93
CIFAR-100 10-split
97.87Accuracy
87
CIFAR-100 Long-tailed (val)
65.29Top-1 Accuracy (Overall)
82
CIFAR-100 Non-IID Dir(0.3) 2009 (test)
69.38Top-1 Accuracy
78
CIFAR-100 long-tail (test)
56.4Accuracy (All)
77
CIFAR-100-LT IF 100 (test)
56.1Top-1 Acc
77
CIFAR-100 Split (test)
94.76Avg Acc
75
CIFAR-100 (test)
79.7Accuracy (Symmetric 20%)
72
CIFAR-100 LT (val)
64.53Top-1 Accuracy
69
CIFAR-100-20 (test)
89.5Accuracy
68
CIFAR-100 (test)
21.47Test Error
65
CIFAR-100
45.7Robust Accuracy
64
Split CIFAR-100 20 tasks
94.08Mean Test Accuracy
62
CIFAR-100-LT Imbalance Ratio 100 (test)
89.1Accuracy
62
Split CIFAR-100 10 tasks
56.3Accuracy
60
Split CIFAR-100 (10 tasks) (test)
78.3Accuracy
60