tinyimagenet
Benchmarks
TaskDatasetSOTA resultTrendResults
TinyImageNet (test)
90.23Accuracy
562
TinyImageNet (val)
90.65Accuracy
289
TinyImageNet (test)
0.167Wall Time
128
TinyImageNet-200
85.04Top-1 Accuracy
68
TinyImageNet Second Session Transition
93.67Accuracy
66
TinyImageNet Fourth Session Transition
69.23Accuracy
64
TinyImageNet
0.145Wall Time
64
TinyImageNet-200
37Attack Accuracy
60
TinyImageNet 200
79Balanced Accuracy
60
TinyImageNet (test)
342Communication Rounds
56
TinyImageNet
66.14Top-1 Acc
52
TinyImageNet 100 tasks (test)
33.2Accuracy
51
TinyImageNet 100 tasks (test)
11.7Average Forgetting Rate
51
TinyImageNet Dirichlet non-IID setting (test)
52.9Top-5 Acc
33
TinyImageNet 100/2
12.6Accuracy
31
TinyImageNet
63Clean Accuracy
30
TinyImageNet long-tailed (test)
50.57Naturalness (All Classes)
30
TinyImageNet-C
41.8Accuracy
30
TinyImageNet
15.43FID
29
TinyImageNet BigGAN
14.15FID
29
TinyImageNet (test)
52.77Accuracy
29
TinyImageNet 25-split
58.28ACC
29
TinyImageNet 20 closed, 180 open classes 1.0
90.7AUROC
28
TinyImageNet 10 steps 100 base classes (test)
80.55Avg Accuracy
27
TinyImageNet
0.612MAE
27