ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet cat
0.76Corner Error (pixels)
3
ImageNet
21.66PSNR
3
ImageNet
44.93PSNR
3
ImageNet 256x256, Average-pooling, sigma_y=0.2 2012 (test)
22.67PSNR
3
ImageNet 256x256 Average-pooling sigma_y=0 2012 (test)
27.04PSNR
3
ImageNet 256x256 Bicubic sigma_y=0 2012 (test)
27.46PSNR
3
ImageNet Robustness (IN-A, IN-R, IN-S, IN-C)
47.9Average Score
3
ImageNet-1K 1.28M images (train)
67.11NMI
3
ImageNet Target: VGG-16
87.7Targeted Attack Success Rate
3
ImageNet Target: Dense-121
89.6Success Rate
3
ImageNet 100% labels (val)
86.9Top-1 Acc
3
ImageNet ILSVRC2012 (val)
52.61-NN Accuracy
3
ImageNet (val)
2.7FID
3
ImageNet ctest10k (test)
2.7FID-10K
3
ImageNet (val)
83.3Top-1 Accuracy
3
ImageNet-1K Original Concept Generalization L1-L5 (test)
77In-1K Accuracy
3
Tiny-ImageNet 10-class 64x64
52Accuracy (Batch 1)
3
Tiny-ImageNet 10-class 32x32
45.2Accuracy (Batch 1)
3
ImageNet 256x256 (test)
4.02FID
3
ImageNet-9 (test)
42.7Mask mIoU
3
ImageNet 128 (test)
3.08BPD
3
ImageNet 2009
70.58Top-1 Accuracy
3
ImageNet (val)
76.43Original Accuracy
3
ImageNet 200 randomly selected classes (val)
58.1Top-1 Acc
3
ImageNet 100 randomly selected classes (val)
68.9Top-1 Acc
3