ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1K (test)
74Accuracy
5
TinyImageNet (val)
0.72BVS
5
tinyImageNet (Butcher Shop)
83.37PUL (%)
5
ImageNet-1k (val)
85Top-1 Accuracy
5
ImageNet 100 images (val)
72SSIM
5
ImageNet Intermediate Difficulties
0.28LPIPS
5
ImageNet Intermediate Difficulties
0.23LPIPS
5
ImageNet Intermediate Difficulties
0.23LPIPS
5
ImageNet Intermediate Difficulties
0.19LPIPS
5
ImageNet
69.14Overall Accuracy
5
S-ImageNet-1K (T=100)
4,740.84Time per Task (s)
5
ImageNet-R (test)
77FWT Score
5
ImageNet 3x3 (test)
92.2Absolute Accuracy
5
ImageNet 100 images
27.837PSNR
5
ImageNet 1K (test)
0.77RN50 Fidelity Score
5
ImageNet-3DCC 50k severity level 5 (test)
1.2Bit Error
5
ImageNet-C (Gradual)
74.9Average Accuracy
5
ImageNet
25.6PSNR
5
ImageNet
75SSIM
5
ImageNet-1k
3.31Speed-up
5
ImageNet T7 V2
79.4Top-1 Accuracy
5
ImageNet MF V2
71.7Top-1 Accuracy
5
ImageNet
94.15ESR (1% Erasure)
5
ImageNet 256x256 (train)
166.67Training Time
5
ImageNet 1k
80.95VOC Prior
5