ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 256x256
2.4FID
11
ImageNet 1K
79.98Top-1 Accuracy
11
ImageNet (test)
81.06Atest Score
11
ImageNet Forget set
98.02Au
11
ImageNet
0.093LPIPS
11
ImageNet Top V2
83.5Top-1 Accuracy
11
Tiny-ImageNet Non-IID-2, s = 5
62.35Top-1 Accuracy
11
Tiny-ImageNet Non-IID-1, α = 0.01
62.35Top-1 Accuracy
11
Tiny-ImageNet Non-IID-1, α = 0.1
62.35Top-1 Accuracy
11
ImageNetA (20 sessions)
64.47ALast Score
11
Tiny ImageNet
100Accuracy Forgotten
11
ImageNet
82.33Standard Accuracy
11
ImageNet 256x256
74.6Accuracy
11
ImageNet-A (test)
65.01A10
11
ImageNet-C Original (test)
58.3Metric A
11
ImageNet V2 Original (test)
30.4Metric A
11
ImageNet-1K Original (test)
8.33Metric A
11
ImageNet-Sketch
0.208AURC (10^-2 Scale)
11
ImageNet-A
0.122AURC
11
ImageNet-Rendition
0.058AURC
11
ImageNet-S
14AURC
11
Tiny-Imagenet Random Forget 10%, γ=1 (test)
96.33FA
11
ImageNet 1k (test val)
80.82Top-1 Acc
11
Tiny-ImageNet (val)
69Clean Accuracy
11
Tiny-ImageNet
35.72Mean Accuracy (alpha=0.1)
11