ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-A 128x128 (val)
53.1Accuracy
4
ImageNet (test)
76.66Base Accuracy
4
ImageNet-1K 1.0 (val)
74.5Accuracy (10%)
4
ImageNet
70.55Accuracy
4
ImageNet (test)
0Clean ASR
4
ImageNet 32x32
4.03BPD
4
ImageNet-1k
52.5AMI
4
ImageNet (test)
34.952Inception Score
4
R.ImgNet In-distribution vs Smooth OOD
98.9AUC
4
Tiny ImageNet (test)
59.1Seen Accuracy
4
ImageNet (val)
77.5Accuracy (Clean)
4
ImageNet (val)
69.8Top-1 Accuracy
4
ImageNet-C original (val)
55Top-1 Accuracy
4
ImageNet
64.6Triplet Centroid Accuracy
4
ImageNet
95.6Trustworthiness
4
ImageNet
46Top-1 Precision
4
ImageNet 512x512 1.0 (val)
7.32FID
4
Tiny ImageNet original (val)
62.21SA
4
ImageNet 100 25/75 seen/novel split (unlabelled)
89.5Seen Accuracy
4
ImageNet-100 50 50 seen novel split (unlabelled)
89.1Seen Accuracy
4
ImageNet 128x128 resolution (val)
68.82Top-1 Acc
4
ImageNet-9
97.2Original Accuracy
4
ImageNet Linf epsilon=4/255 (test)
62.05Accuracy
4
ImageNet Linf epsilon=2/255 (test)
64.45Accuracy (Clean)
4
ImageNet (val)
73.7Top-1 Acc (0.75G)
4