ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 256x256 (σ=0.1) (val)
33.13PSNR
3
ImageNet 100
6.06SEPIN@10
3
ImageNet RAR Generated 1.0 (test)
99.9TPR@1%FPR (NM/GM)
3
ImageNet VAR Generated 1.0 (test)
100TPR@1%FPR (NM/GM)
3
ImageNet Shifts
8.2ImageNet Shifts Score
3
ImageNet HS Incremental
82.14AAUC
3
ImageNet condensed 2015 (train)
3.43FID
3
ImageNet 512x512 (train)
6.17FID
3
ImageNet (test)
23.58Test Error Rate
3
ImageNet
0.066Semantic Drift (Seed-Relative)
3
ImageNet 1.28M, 224x224, 1000 (test)
34.73Top-1 Accuracy
3
ImageNet 32x32 1.28M 1000 (test)
63.5Top-1 Accuracy
3
ImageNet n=10,000
1.03MSE
3
ImageNet ILSVRC 2012 (val)
0.988SSIM
3
ImageNet
0.813V-ID
3
ImageNet-R B0 Inc5
82.44Average Accuracy (A_bar)
3
ImageNet-100
13.13Precision@5
3
ImageNet 512 x 512
28.845PSNR
3
ImageNet 512 x 512
35.646PSNR
3
ImageNet 256x256 (val)
26.047PSNR
3
ImageNet 256x256 (val)
20.133PSNR
3
ImageNet Domain Generalization (Target)
99.99WSR (ImageNet)
3
ImageNet 50,000 generated samples 256x256 (test)
87.13Top-1 Accuracy
3
Tiny-ImageNet Cross-Silo 10 clients
100Average TPR
3
ImageNet-1K
71.78Top-1 Accuracy (Best)
3