ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-LT
42.25Top-1 Accuracy
18
ImageNet-R
54.5Top-1 Accuracy
18
ImageNet-A
49.2Top-1 Accuracy
18
ImageNet
71.33Target Accuracy
18
ImageNet-1K All Classes
54.33Zero-Shot Accuracy
18
ImageNet-1K Target Class
80Zero-Shot Accuracy
18
ImageNet 1K (val)
82.96Top-1 Accuracy
18
ImageNet
74.25Accuracy (T=250)
18
ImageNet
6.2Inference Time (s)
18
ImageNet-C imbalanced label distribution level 5
63.3Accuracy
18
ImageNet-C level 5 (test)
55.87Acc (Gauss.)
18
ImageNet-C
624Memory (MB)
18
ImageNet and OOD variants 1.0 (test)
62.4ImageNet-A Accuracy
18
ImageNet (val)
67.15Clean Accuracy
18
ImageNet (val)
67.15Clean Accuracy
18
ImageNet-1K Noisy 1.0 (val)
69.4Accuracy
18
ImageNet-1K Clean 1.0 (val)
77.8Accuracy
18
ImageNet-1K
80Accuracy
18
ImageNet
24.98Top-1 Error
18
ImageNet-1K (test)
84.9Top-1 Accuracy
18
ImageNet H.266 vvenc (val)
42.02PSNR
18
ImageNet H.265 x265 (val)
28.95PSNR
18
ImageNet H.264 x264 (val)
28.78PSNR
18
ImageNet 1K (val)
0.794CLIP Cosine Similarity
18
ImageNet (Full)
8.14Infidelity (Infid.)
18