ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1K (val)
71.78Best Top-1 Acc
3
ImageNet 50K
6.27rFID
3
ImageNet-A (50 random splits)
81.2Coverage
3
ImageNet-256 50k (val)
1.112MD_r (Inception)
3
ImageNet
71.1Balanced Accuracy (bACC)
3
ImageNet
73Accuracy
3
ImageNet User Study (test)
73Accuracy
3
Tiny-ImageNet
11.8Accuracy (Avg)
3
ImageNet-1K
81.7Accuracy
3
ImageNet 100
4.07Time (s)
3
ImageNet-Woof
30.7Coverage
3
ImageNet
0.202CKNNA
3
Tiny-ImageNet (10k labeled images)
75.5Accuracy
3
Tiny-ImageNet
59.3Detection Error Rate (DER)
3
ImageNet
61.72LAN Latency (s)
3
ImageNet L-inf RobustBench (test)
1Spearman Correlation (ρ)
3
ImageNet
30.28Error Rate
3
ImageNet
4True Positives
3
ImageNet
79.61Accuracy
3
ImageNet Blended-Text
73.7Clean Accuracy
3
ImageNet BadNet-Stripes
73.5Clean Accuracy
3
ImageNet Various Robust Models
59.7Average tSuc
3
ImageNet Ensemble AT
70.8tSuc (INv3ens3)
3
ImageNet Adversarial Training
81.6SIN tSuc
3
Stylized-ImageNet
81.6Target Success Rate (tSuc)
3