CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR10
99.1Accuracy
240
CIFAR-100 Long-Tailed (test)
83.6Top-1 Accuracy
234
CIFAR-10 (test)
96.03Accuracy
225
CIFAR-100 LT
71Top-1 Acc
225
CIFAR-10 (test)
1.54FID
223
CIFAR-10
1.84FID
218
CIFAR-10 unconditional
1.38FID
215
CIFAR-10 long-tailed (test)
91.3Top-1 Acc
211
CIFAR100 (test)
92.04Accuracy
206
CIFAR-100 standard (test)
86.99Top-1 Accuracy
195
CIFAR-10 LT
85.3Accuracy
192
CIFAR10 (train)
100Accuracy
191
CIFAR-10 IID
92.55Accuracy
185
CIFAR-10-LT (test)
0.082Top-1 Error
185
CIFAR-10-C
93.32Accuracy
183
CIFAR-10
10.37Inception Score
178
CIFAR-10
96.1Clean Accuracy
175
CIFAR-10 vs CIFAR-10.1 (test)
1Power
175
CIFAR-10 NAS-Bench-201 (val)
93.06Accuracy
169
CIFAR10-DVS
85.9Accuracy
164
CIFAR10
100Attack Success Rate
158
CIFAR-10 (test)
98.02Test Accuracy
154
CIFAR-10 (val)
0.33MSE
153
CIFAR-10
99.2All Accuracy
152
CIFAR-10 (test)
2.05Test Error Rate
151