ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet (HM)
78.45LA
6
ImageNet Novel
77.15LA (Accuracy)
6
ImageNet Base
79.8LA
6
Mini-ImageNet (test)
84.13Attack Success Rate (ASR)
6
ImageNet
3.8ECE
6
ImageNet
67Certified Accuracy (Epsilon 1.0)
6
ImageNet-1K (train/val)
3.25FID
6
ImageNet (val)
76.15Top-1 Accuracy
6
ImageNet (test)
105.02Execution Time (s)
6
ImageNet Sketch
0.93CwECE
6
ImageNet-100 Average OOD
25.04FPR@95
6
ImageNet-100 iNaturalist OOD
10.05FPR95
6
ImageNet-1K 256
3.79FID
6
ImageNet
79.8Top-1 Accuracy
6
ImageNet-A
95.8Empirical Coverage
6
ImageNet (val)
20.23PSNR
6
ImageNet 100 images (val)
22.354PSNR
6
Tiny-ImageNet 10 task
55.25Average Incremental Accuracy
6
ImageNet
29.18PSNR
6
ImageNet
28.07PSNR
6
ImageNet
41.04PSNR
6
ImageNet New classes 2009
70.98Top-1 Accuracy
6
ImageNet Base classes 2009
77.27Top-1 Accuracy
6
ImageNet-1K IPC=1 (train val)
83DINOv2 Accuracy
6
ImageNet Threshold0.7 V2
11.8Top-1 Accuracy
6