ImageNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet standard (test)
35.63Top-1 Acc
48
ImageNet 64x64 (val)
1.37FID
48
ImageNet 1K 1.0 (val)
81.6Top-1 Accuracy
48
Tiny-Imagenet Resnet20 (test)
131Communication Rounds
48
ImageNet-50 (test)
99.92ASR
48
ImageNet 1,000 images (val)
0.23µFidelity
48
ImageNet V2 (Target)
66.1Accuracy
48
ImageNet 1K 1.0 (val)
73.8Top-1 Accuracy
48
ImageNet 2,000 images (val)
0.357Deletion Score
48
ImageNet full
69.21Average Accuracy
48
TinyImageNet
71.51Last Accuracy
47
ImageNet
94.75Accuracy
47
ImageNet 50k (val)
0.3rFID
47
ImageNet 256x256
1.67FID
47
ImageNet tiny
70BWT
47
Tiny-ImageNet (test)
100Accuracy
47
ImageNet1K 1.0 (val)
85.5Top-1 Acc
47
ImageNet ILSVRC2012 (val)
81.8Top-1 Accuracy
47
miniImageNet 5-way (test)
70.1Accuracy (1-shot)
47
ImageNet-Woof (test)
39.4Accuracy
46
ImageNet
82Accuracy
46
ImageNet-S
51.1Accuracy
46
ImageNet 1k (val)
77.53Pruned Top-1 Acc
46
ImageNet OOD Variants (-V2, -Sketch, -A, -R)
66.43Acc (V2)
46
MiniImageNet 5-way 3-shot (test)
63.63Accuracy
46