ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet InceptionV3 (test)
0.35SURF MAE
6
ImageNet
60.5Normalized Accuracy
6
ImageNet 1K
2,420DSP Utilization
6
ImageNet
29.43PSNR
6
ImageNet-R 10-Tasks
43.82Average Accuracy (AA)
6
ImageNet-100
97.9Insertion AUC
6
ImageNet clean (val)
76.41Top-1 Accuracy
6
ImageNet-C overall (mean over 7 corruptions x 5 severities)
39Top-1 Accuracy
6
ImageNet 100 images (val)
76.9SSIM
6
ImageNet
68.95Overall Accuracy
6
Tiny-ImageNet
74.01Top-10 Accuracy
6
ImageNet-A Uniformly Abrupt Final average forgetting
3.45Final Average Forgetting
6
ImageNet 1K (val)
80.35Accuracy (%)
6
ImageNet 256x256 0.8% budget (10K) (train)
3.9gFID
6
ImageNet-A Inc10 (test)
62.81Average Accuracy
6
ImageNet-R 20 Task (test)
37.2AAT
6
Tiny ImageNet
11.9Accuracy (FGSM)
6
ImageNet Preserved Classes
94Church Accuracy
6
ImageNet Erased Classes
86Church Accuracy
6
ImageNet
6.66Inference Time (ms)
6
ImageNet (val)
37.29AUC-D
6
ImageNet-Seg
85.5Top-1 Accuracy
6
ImageNet-Sketch
50.5Top-1 Accuracy
6
ImageNet-R
64.1Top-1 Accuracy
6
ImageNet-1k
24.875LogitTgt
6