ImageNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet-C
28.2mCE
134
ImageNet 1k
86.3Accuracy
133
ImageNet 512x512
1.73FID
133
ImageNet 256 x 256 1k (val)
1.13FID
130
ImageNet 64x64
1.42FID
130
ImageNet 256x256 Guided-Diffusion (10k samples)
7.23FID
128
ImageNet (val)
66.73Efficiency Gain (%)
128
ImageNet-64
1.55FID
127
ImageNet-1K
80.5Top-1 Accuracy
125
ImageNet (val)
89.6Top-1 Accuracy
125
ImageNet 256x256 (test)
1.36FID
125
ImageNet1K (val)
0.25FID
124
ImageNet 16-120 NAS-Bench-201 (val)
52.73Accuracy
123
ImageNet (val)
3.823Median L2 Distance
120
ImageNet ILSVRC2012 (val)
43.422Median L2 Distance
120
miniImagenet (test)
84.46Accuracy
120
ImageNet 1% labeled
93.4Top-5 Accuracy
118
miniImageNet (test)
99.07Accuracy
117
ImageNet-C
67Accuracy
117
ImageNet (val)
323.7IS
116
ImageNet (val)
91Accuracy
115
ImageNet
82Base Accuracy
113
ImageNet Rendition
95.7Top-1 Accuracy
113
ImageNet 1K (train val)
86.5Top-1 Accuracy
113
mini-ImageNet (test)
92.18Accuracy
113