ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1k
0.58Time (s)
8
ImageNet 16-120 (test)
47.21Average Best-Found Accuracy
8
ImageNet-C
57.66Error Rate
8
ImageNet (val)
26.5PSNR
8
ImageNet 1K 224x224 (val)
57.2Top-1 Accuracy
8
Tiny-ImageNet Participating Clients
92.53Accuracy
8
Tiny-ImageNet (Dir(0.3))
83.44Mean Accuracy
8
Tiny-ImageNet (Pathological)
91.52Mean Accuracy
8
ImageNet-A 50 tasks
57.08Accuracy Last
8
Tiny-ImageNet N = 30 ResNet-50 (test)
28.58Max Latency
8
ImageNet-C
0.561Top-1 Accuracy
8
ImageNet height 1024 (val)
16Distortion Rate
8
ImageNet-1k 256 x 256
22.65FID (sigma=1)
8
ImageNet-E 1k (test)
80.6Mean Top-1 Accuracy
8
ImageNet-D 1k (test)
60.1Top-1 Accuracy
8
ImageNet Corruptions (3DCC)
65.95Top-1 Accuracy
8
ImageNet64 Random Mask (test)
13.33PSNR
8
ImageNet64 Rotated Window Mask (test)
9.27PSNR
8
ImageNet
71.6Certified Accuracy (L1 R=0.5)
8
ImageNet 64x64
2.23FID
8
Tiny ImageNet
85.23Test Accuracy
8
TinyImageNet
89.1Clean Accuracy (CACC)
8
TinyImageNet 30% random data forgetting
68.7Dr (Train Set)
8
ImageNet-R
83.65MP
8
ImageNet-S
74.91MP
8