ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet
29.6FID
14
ImageNet 500 random classes (test)
75Zero-Shot Accuracy
14
ImageNet-1K (val)
0.9Alignment Score
14
ImageNet ResNet-50
10.78Model Size (MB)
14
ImageNet (test)
82.29Accuracy (voc-prior)
14
ImageNet 1k (test)
84.06Clean Accuracy
14
ImageNet 2 images per class 1K (test)
66.4Top-1 Accuracy
14
ImageNet 1 image per class 1K (test)
57.1Top-1 Accuracy
14
ImageNet 1K (test)
59.69CA (Accuracy)
14
ImageNet-1K
65.21Accuracy
14
ImageNet 1K
63.7MaxBoxAccV2
14
ImageNet
0.84MPPC
14
Tiny-ImageNet
26.153PSNR
14
ImageNet-1K
11.6Coverage
14
ImageNet-1K (val)
87.1Accuracy
14
ImageNet-Adversarial (-A) (target)
51.97Accuracy
14
ImageNet sr=90% (val)
83.29Clean Accuracy
14
ImageNet 256
1.34FID
14
ImageNet-1k 256x256 (val)
1.51FID
14
ImageNet (val)
94.88AUROC (PGD)
14
Tiny-ImageNet
6.35ECE
14
Tiny-ImageNet Si-Blurry (test)
63.14AAUC
14
ImageNet-R Si-Blurry (test)
47.16AAUC
14
ImageNet Robustness Variants (Adversarial, Rendition, Sketch) V2 (test)
84.21Accuracy (ID)
14
Tiny-ImageNet B0_Inc40
60.14Average Accuracy
14