CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-100
1.1ECE
150
Cifar100
92.89Average Accuracy
150
CIFAR100 (test)
91.9Test Accuracy
147
CIFAR-100
92.04Top-1 Accuracy
144
CIFAR10
95.7Accuracy
143
CIFAR100 (test)
85.65Session 4 Top-1 Acc
140
CIFAR-100
80.73Clean Accuracy
139
CIFAR-100 NAS-Bench-201 (val)
78.75Accuracy
139
CIFAR-100
99.77Average ASR
138
CIFAR-10 32x32 (test)
1.48FID
137
CIFAR10
99.13Accuracy
137
CIFAR-100-C
96.99Accuracy (Corruption)
137
CIFAR100-LT (test)
75.9Accuracy
136
CIFAR-10
99.6AUC
136
CIFAR-10C Severity Level 5 (test)
7Average Error Rate (Severity 5)
136
CIFAR-10
100TPR
135
CIFAR-10 (test)
2.48Bits/dim
134
CIFAR-100 (test)
56.2Accuracy
132
CIFAR-10 (ID) vs Places 365 (OOD)
99.6AUROC
131
CIFAR-100 (test)
84.52Accuracy
129
CIFAR10 (test)
0.066Wall Time
128
CIFAR10
77.784Accuracy
128
CIFAR-10-LT
96.5Top-1 Accuracy
127
CIFAR-10
99.3Top-1 Accuracy
124
CIFAR100 (test)
95.8AUROC
123