ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet dogs & cats (test)
18.31IS
2
ImageNet (val)
82.2Accuracy
2
ImageNet 10% data (train)
42.3IS
2
ImageNet Full data (train)
108IS
2
ImageNet Full data
93Inception Score
2
ImageNet-50
78.5Best Accuracy
2
ImageNet 128 examples per category
64.7Top-1 Accuracy
2
ImageNet 13 examples per category
38.2Top-1 Accuracy
2
ImageNet 128x128 25% 1.0 (train)
74.2Inception Score (IS)
2
ImageNet 128x128 50% 1.0 (train)
91.9IS
2
ImageNet 128x128 1.0 (train)
100.8IS
2
ImageNet conditional 128x128 (val)
9.94FID
2
Tiny ImageNet 1000 labels (test)
17.13Error Rate
2
ImageNet 6 held-out classes (test)
63.2Discovery
2
ImageNet-P (test)
12.2mFR
2
ImageNet-Vid-Robust (test)
68Accuracy (Original)
2
ImageNet (train)
0Search Cost (GPU hrs)
2
ImageNet 9K
4.6Top-1 Acc Gain
2
Tiny ImageNet (test)
14FPR95
2
ImageNet ILSVRC 2012 (val)
36.84Average Drop
2
ImageNet ILSVRC 2012 (val)
210Inception Score
2
ImageNet cat
28.59FID
2
ImageNet dog
44.54FID
2
ImageNet DET (val2)
63.6mAP
2
ImageNet-A (20 tasks)
52.96FAA
2