ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1K 1.0 (val)
83.31Accuracy (%)
9
ImageNet 1K Small (test)
17Test Error
9
Tiny-ImageNet (test)
95.55Df (Forgetting)
9
ImageNet
75.3Top-1 Accuracy
9
miniImageNet
96.24Accuracy
9
ImageNet Multilingual
75.6Accuracy (EN)
9
ImageNet
90VGG-16 Score
9
ImageNet
26.36FID
9
ImageNet-100
78.7Accuracy
9
4 ImageNet Variants (ImgNet-V2, ImgNet-S, ImgNet-A, ImgNet-R)
61.2Average Accuracy
9
ImageNet (test)
75.66ANN Accuracy
9
ImageNet ILSVRC 2012 (1% labels)
55Top-1 Acc
9
ImageNet Domain Adaptation (Source: ImageNet-1K, Targets: Sketch, V2, A, R) 1.0 (test)
0.79Accuracy on Source Domain (1K)
9
ImageNet-1K 200 (test)
10Bd. Metric
9
ImageNet (val)
453Memory (Mbits)
9
ImageNet
146Memory (Mbits)
9
Tiny-Imagenet
30.85Accuracy (alpha=0.1)
9
ImageNet (val)
71.7Top-1 Accuracy
9
ImageNet-LT Overall Ours Setting (test)
61.5Mean Acc
9
ImageNet-LT Backward Ours Setting (test)
0.556Accuracy 1
9
ImageNet-LT Uniform split Ours Setting (test)
58.51Accuracy (Index 1)
9
ImageNet-LT Forward-LT Ours Setting (test)
70.13Accuracy (Run 1)
9
ImageNet
65.9Mean Per-Class Accuracy
9
ImageNet-1K (val)
76.6Top-1 Acc (Zero-Shot)
9
ImageNet-1K Gaussian-Scheduled
30.53AAUC
9