ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 128x128 (train val)
1.73FID
8
ImageNet
69.72Avg Inc Acc (5 tasks)
8
ImageNet-LT ILSVRC2012 (test)
35.6Top-1 Accuracy (Overall)
8
ImageNet A 2012 (val)
0.719AUPR
8
tieredImageNet (test)
86.3Accuracy
8
ImageNet 32
3.79Bits-per-dimension
8
ImageNet-P (test)
27.2Clean Accuracy
8
ImageNet 64x64 downsampled (test)
3.439Bits/Dim
8
ImageNet 32x32 downsampled (test)
3.758Bits/Dim
8
ImageNet 32x32
3.77Bits/Dim
8
ImageNet ILSVRC 2012 256x256 (test)
6.9FID
8
ImageNet All categories with priors (test)
56.76Top-5 Acc (N'=1)
8
ImageNet 21K 2011 (test)
1.4Flat Hit@1
8
ImageNet 3-hops 2011 (test)
0.027Flat Hit@1
8
ImageNet 2-hops 2011 (test)
9.4Flat Hit@1
8
ImageNet (val)
56.5Feature Score (conv2)
8
ImageNet-1k (test)
79.85Top-1 Accuracy
7
ImageNet-1k (val)
79Top-1 Balanced Accuracy
7
ImageNet 512x512 (test val 50K images)
2.52FID
7
ImageNet 1000 B0 10 steps
73.58Last Step Accuracy
7
ImageNet 1k 256x256
2.07FID
7
ImageNet 100
98F1 Score
7
ImageNet-100 tasks
44.58CA
7
ImageNet-100 50 tasks
46.22Cumulative Accuracy
7
ImageNet 256x256 (train test)
1.63FID
7