ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 256x256 1.0 (train test)
2.38FID
20
ImageNet 1k (test)
94.41Accuracy
20
ImageNet-1K
73.3Top-1 Accuracy
20
ImageNet
0.667Top-1 Clean Accuracy
20
General-ImageNet
86.1Clean Accuracy
20
ImageNet-A T=10 (test)
60.54Final Accuracy
20
ImageNet-R T=40 (test)
74.51Final Accuracy
20
miniImageNet 60 base classes 5-way 5-shot (incremental)
97.63Session 0 Accuracy
20
ImageNet (val)
0.999ViT-B Score
20
TinyImageNet
48.64Robust Accuracy
20
Tiny-ImageNet standard (test)
59.99Average Accuracy
20
ImageNet (test)
81.02Top-1 Accuracy
20
ImageNet
78.79Accuracy
20
ImageNet and its cross-domain variants (ImageNetV2, ImageNet-S, ImageNet-A, ImageNet-R) (test)
76.26ImageNet-S Accuracy
20
ImageNet V2 A Sketch ObjNet R
38.9Avg Shift Score
20
ImageNet-1K 512x512 (val)
0.19rFID
20
ImageNet-100 (5T)
76.67Accuracy
20
ImageNet-1K Dnear
0.801AUROC
20
ImageNet-R
76.83Leaf Accuracy
20
ImageNet v2 (test)
64.15Leaf Accuracy
20
ImageNet-sketch (test)
0.49Leaf Accuracy
20
ImageNet100-B (test)
8,990ASR
20
Tiny-ImageNet-C (test)
85.79Accuracy (Dogs)
20
ImageNet 100% labels 1k
84.8Top-1 Acc
20
tiered-ImageNet 5-shot
86.92AUROC
20