Tiny-ImageNet
Benchmarks
TaskDatasetSOTA resultTrendResults
Tiny-Imagenet Random Forget 50%, γ=0 (test)
4.32MIA
19
Tiny-ImageNet Split
25.15Accuracy
17
Tiny ImageNet 30% class-wise forgetting
92.7Accuracy (Train Retained)
16
Tiny ImageNet AA
31.42DAR
15
Tiny-ImageNet Bucket 1 Forget
81.2Accuracy
15
Tiny-ImageNet Sequential
35.68Accuracy
15
Tiny-ImageNet single-class forgetting (test)
52.27MBS
14
Tiny-ImageNet Non-IID 2
54.54Accuracy
13
Tiny-ImageNet SSBA (test)
73.88C-Acc
13
Tiny-ImageNet Blended (test)
73.88Clean Accuracy
13
Tiny-ImageNet 200 (test)
45.4Accuracy
13
Tiny-ImageNet (val)
14.25FID
13
Tiny-ImageNet 202 (test)
87.52Top-1 Accuracy
13
Tiny-ImageNet B40 Inc40
55.31Avg Performance (A-bar)
12
Tiny-ImageNet non-iid Dirichlet 0.6 (test)
0.361Accuracy
12
Tiny-ImageNet non-iid Dirichlet 0.3 (test)
35.7Accuracy
12
Tiny-ImageNet-200 (test)
53.98BadNets CA
11
Tiny-ImageNet Non-IID-2, s = 10
62.35Top-1 Accuracy
11
Tiny-Imagenet Random Forget 30%, γ=1/3 (test)
95.85FA
11
Tiny-Imagenet Random Forget 20%, γ=0 (test)
95.68FA
11
Tiny ImageNet 8 (test)
43.54Accuracy
11
Tiny-ImageNet RESIZE (test)
76.2Detection Accuracy
11
Tiny ImageNet Long-Tailed, p=10 (test)
57.22Accuracy
10
Tiny-ImageNet 200 10 (test)
67.2Task 1 Score
10
Tiny-ImageNet Pathological c=20 (test)
37.25Test Accuracy
10