ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 2012 (Novel classes)
79.4Top-5 Accuracy
70
ImageNet-1k (ID) with 4 OOD datasets (iNaturalist, SUN, Places, Textures)
12.79FPR95
69
MiniImageNet 5-way 10-shot (test)
71.78Accuracy
69
ImageNet 32x32 (test)
2.35Bits per Sub-pixel
69
ImageNet (val)
89.22Top-1 Accuracy
68
ImageNet matched frequency V2 (test)
76.9Top-1 Accuracy
68
ImageNet OOD
71.51ImageNet Acc
68
ImageNet Real (test)
91.02Top-1 Accuracy
67
MiniImagenet
65.1One-shot Accuracy
67
ImageNet-100
83.67Accuracy
66
ImageNet-1k
84.52Top-1 Accuracy
66
Tiny ImageNet
71.97Standard Accuracy
66
ImageNet 2014 (val)
100Detection Rate (Level 1)
66
MiniImageNet Split 84x84 (test)
28.4Accuracy
66
ImageNet 1K (val)
87.1Top-1 Accuracy
65
ImageNet
88.6Top-1 Acc
65
ImageNet original (val)
83Top-1 Acc
65
ImageNet-1k vs Textures (test)
11.19FPR95
65
ImageNet 1k (val)
82.2Linear Accuracy
65
Mini-ImageNet
84.4Attack Success Rate
64
ImageNet-1k (ID) vs Textures (OOD) 1.0 (test)
98.93AUC
64
ImageNet 1K (val)
70.4Accuracy
64
ImageNet 1K (val)
84.4Accuracy
64
ImageNet 21k (test)
1.696Median L2 Distance
64
ImageNet-A (val)
90.2Accuracy
64