ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 1% labels ILSVRC-2012 (val)
91.5Top-5 Acc
30
ImageNet 64x64 (train test)
1.02FID
30
ImageNet 256x256 2012 (train val)
1.26FID (w/o G)
30
ImageNet 256x256 (evaluation set)
0.34rFID
29
ImageNet (misclassified samples)
66.71Ins. Score
29
ImageNet 256x256 class-conditional
0.27rFID
29
ImageNet-R
89.7Accuracy
29
ImageNet-Compatible
100Transferability on ViT
29
ImageNet
22.41PSNR
29
ImageNet
26.9PSNR
29
ImageNet-1k 1 (val)
75.72Top-1 Acc
29
ImageNet V2 1.0 (val)
76.7Top-1 Accuracy
29
ImageNet Long-Tailed (test)
58.8Top-1 Accuracy
29
TinyImageNet
5.78Inference Time (s)
28
ImageNet 1K (full)
76.62CMC-Top1
28
Tiny-ImageNet
66.73Retain Accuracy
28
ImageNet 1000 samples
57.44Insertion Score
28
ImageNet-1K
79.22Primary Accuracy
28
ImageNet 256x256
1.35gFID (w/ CFG)
28
ImageNet (val)
100Attack Success Rate (ResNet-50)
28
ImageNet 1K (test)
87.1Top-1 Acc
28
Tiny-ImageNet Swin-T (test)
75.72Residual Accuracy
28
ImageNet-ES-Diverse
67.28Top-1 Acc
28
ImageNet ES
87.85Top-1 Acc
28
Tiny-ImageNet
52.27MBG
28