CIFAR-100
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-100
0.07Inference GFLOPS
17
CIFAR-100 (test)
83.07Accuracy (Test)
16
CIFAR-100 (test)
73.66Clean Accuracy
16
In: CIFAR-100, Out: TinyImageNet (test)
0.49FPR@95%
16
CIFAR-100 (ID) Textures (Far-OOD) OpenOOD v1.5 (test)
35.86FPR@95
16
CIFAR-100 (test)
56.8Accuracy
16
CIFAR-100 Dir-1.0
54.62Accuracy
16
CIFAR-100 Task A 50 classes
91.31Accuracy
16
CIFAR-100 (test)
67.4SA
16
CIFAR-100-LT gamma=20 (test)
55.8Accuracy
16
CIFAR-100 1.0 (Clean)
70.14TPR-95
16
CIFAR-100 Global
63.8Accuracy
15
In: CIFAR-100, Out: TinyImageNet
34.3FPR@95%
15
CIFAR-100 (10-splits)
76.1Average Accuracy
15
CIFAR-100 Bucket 10 Forget
90.32Accuracy
15
CIFAR-100 Bucket 1 Forget
93Accuracy
15
S-CIFAR-100 T=10 15
37.51Last Accuracy (AT)
15
CIFAR-100 LT (50:1 ratio) (test)
2.919Loss
15
CIFAR-100 LT 10:1 ratio (test)
2.043Loss
15
CIFAR-100 (test)
35.6Accuracy (1st Worst Subgroup)
15
CIFAR-100 lambda=100 Long-Tailed (test)
58.3Error Rate
15
CIFAR-100 Long-Tailed (lambda=20) (test)
42.7Error Rate
15
CIFAR-100 standard (test)
0.16FPR95 (SVHN)
14
CIFAR-100 (test)
71Accuracy
14
CIFAR-100 standard (test)
61.63Accuracy
14