tinyimagenet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
TinyImageNet 200
90.88Surrogate Model Accuracy
26
TinyImageNet Seq
22.95Average Accuracy
25
TinyImageNet Split 10 sequential tasks (test)
0Final Forgetting
24
TinyImageNet (test)
64.23Accuracy
24
TinyImageNet
0.51Loss
23
TinyImageNet (test)
20.48Upload Size
21
TinyImageNet Sequential (test)
15.97Accuracy
21
TinyImageNet (test)
36.5Avg Increment
18
TinyImageNet et = 1/255 (val)
74.29Standard Error
18
TinyImageNet D (test)
57Accuracy
16
TinyImageNet Forgotten (train)
64.2Accuracy
16
TinyImageNet Remaining D_train_r (train)
95Accuracy
16
TinyImageNet (test)
74.69Accuracy
16
S-TinyImageNet T=20
34.46Average Accuracy (A-bar)
15
S-TinyImageNet T=20 25
27.11Last Accuracy (AT)
15
TinyImageNet 10 Steps (test)
52.71Average Last Accuracy
15
TinyImageNet (test)
0.7AUC (Loss-Series)
15
TinyImageNet 20 classes
0.911AUROC
15
S-TinyImageNet (test)
13.1Forgetting
15
S-TinyImageNet (test)
31.06Forgetting Rate
15
S-TinyImageNet streaming (test)
6.89Forgetting Rate (FRG)
15
TinyImageNet 100 base classes (20-step)
80.01Average Accuracy
14
TinyImageNet 100 base classes (5-step)
81.14Average Accuracy
14
TinyImageNet (val)
66.6SSIM (Decoder MIA)
14
TinyImageNet 20/10
13.3Accuracy
14