ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 1k
51.3Seen Score
4
ImageNet-100
68Seen Accuracy
4
ImageNet ConvNet Set (val)
98.4AlexNet
4
ImageNet-LT 50 tasks 1.0
75.6Accuracy
4
ImageNet-LT 20 tasks 1.0
75.6Accuracy
4
ImageNet
72.02Top-1 Accuracy
4
ImageNet first 10 classes 1.0 (test)
83.2Accuracy (Task 1)
4
Tiny-ImageNet compatible-shift
30.59Old-task Accuracy
4
ImageNet 128x128 (test)
1.3FID
4
Tiny ImageNet (test)
4.28Accuracy
4
Tiny-ImageNet IID
55Accuracy
4
ImageNet Subset 64x64 resolution (first 100 categories)
63.02Accuracy
4
Imagenet
5.76AUC Improvement
4
ImageNet 100 images
26.848PSNR
4
ImageNet Out-of-Distribution Variants (ImageNet-A, ImageNet-R, ImageNet-Sketch, ImageNet-C)
35.9Accuracy (ImageNet-A)
4
ImageNet
76.73Top-1 Accuracy
4
ImageNet-1K 50 IPC
13.1FID
4
ImageNet-1K 10 IPC
17.3FID
4
ImageNet-1k
73.41Pixel Accuracy
4
ImageNet ImageNette 10-class
0.548LIF
4
ImageNet
39.87FID
4
ImageNet-1K
69.72Benign Accuracy
4
ImageNet-C highest severity (val)
45.2Acc (Gaussian Noise)
4
ImageNet Rendition (novel classes)
85.28Accuracy
4
ImageNet-1K
2.51Robust Accuracy
4