ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 50 randomly selected classes (val)
0.768Top-1 Acc
3
Imagenet 50
35.24Accuracy
3
ImageNet 2012 (val)
22.4Top-1 Policy Error
3
ImageNet 1000
38.05IS
3
ImageNet (train)
20.32FID
3
ImageNet ResNet-152 (16/255) (val)
0.668Nominal Accuracy
3
ImageNet ResNet-152 (4/255) (val)
72.7Nominal Accuracy
3
ImageNet Cover Secret
34.89PSNR (Stego-Cover, dB)
3
ImageNet 64x64 (train)
3.57Bits/dim
3
ImageNet 32x32 (train)
3.83Bits/dim
3
ImageNet 32x32 (val)
3.86NLL (bits/dim)
3
ImageNet 64x64 (train)
3.48NLL (bits/dim)
3
ImageNet 32x32 (test)
3.83NLL (bits/dim)
3
ImageNet 256 x 256 1k samples (val)
0.363LPIPS
3
ImageNet 256x256 1k samples (val)
43.2FID
3
ImageNet 256x256 1k samples (val)
73.5FID
3
ImageNet 256x256 1k samples (val)
46.2FID
3
ImageNet-100 (session-averaged)
84.43Accuracy (All)
2
Tiny-ImageNet (session-averaged)
68.4Accuracy (All Categories)
2
ImageNet-1k
79.85Accuracy
2
ImageNet 21k Context
39.63Accuracy (per concept)
2
ImageNet Sketch Context
41.5Accuracy (per concept)
2
ImageNet (test)
27.57FID
2
ImageNet-O
18.3Accuracy (2-shot)
2
ImageNet-1k
36.12-shot Accuracy
2