ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-100 (100-20 split)
68Accuracy
6
ImageNet 1k (train)
78.9Accuracy
6
Domain Transfer ImageNet (DTIN)
48.2Recall@10
6
TinyImageNet T=5
41.29Alast
6
ImageNet (test)
82.7ImageNet (ID) Accuracy
6
ImageNet-1K 16-shot
70.0216-shot Accuracy
6
Tiny-ImageNet augmented with 1x10^6 EDM-generated images (train)
65.23Cleantr
6
ImageNet-100-LT (test)
84.6Acc (Old)
6
ImageNet-R TI2I (fake)
29.79CS Score
6
ImageNet subset of 20,000 images 2012 (val)
86.9Explanation Accuracy
6
ImageNet-R TI2I Normal (test)
0.147Self-Sim
6
Tiny-ImageNet
43.83Natural Accuracy
6
ImageNet (val)
0.792Top-1 Accuracy
6
ImageNet-800
98.21Top-1 Accuracy
6
ImageNet-compatible (test)
100Acc (Inc-v3)
6
ImageNet
93.7ComDefend Robustness
6
Tiny-ImageNet
46.7Clean Accuracy
6
ImageNet1k (val)
74.02Top-1 Accuracy
6
ImageNet16-120 (test)
50.58Clean Accuracy
6
ImageNet
68.6Accuracy
6
ImageNet sub
77.24Accuracy
6
ImageNet Broden (val)
95.7Accuracy
6
ImageNet (val)
96Accuracy
6
ImageNet subset of 2048
76.76Natural Accuracy
6
ImageNet100 (test)
0.38MAE
6