ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 50 1K-subset (test)
22.1Top-1 Accuracy
2
ImageNet 1K
0.62RMSE
2
ImageNet (val)
291Ours Preference Count
2
ImageNet (val)
318Preference Score (Ours)
2
ImageNet
34.8L_fiber (Invariant Samples)
2
ImageNet
23.08Build Time (s)
2
ImageNet-1k
68.32Accuracy (FP32)
2
ImageNet (test)
75.59Accuracy (Base Classes)
2
ImageNet-A
50.6NMI
2
ImageNet-R
59.2NMI
2
ImageNet (test)
47.5TSR on VGG16
2
ImageNet-1K (retention set (Dr))
79.18Accuracy
2
ImageNet 3x3 (3/9 pieces missing)
61.2Absolute Score
2
ImageNet 3x3 (2/9 pieces missing)
73.8Absolute Accuracy
2
ImageNet 3x3 (1/9 pieces missing)
86Absolute Score
2
ImageNet 512x512 10k samples
5.15FID
2
ImageNet SiT
3.2FID (10k Samples)
2
ImageNet 1k masked (50 samples per class) (test)
34.93Top-5 Accuracy
2
ImageNet 256x256 (val)
65.14FID
2
Mini-ImageNet + 20 novel ImageNet classes (test)
30.36Accuracy (Setting A)
2
ImageNet-100 (Stage-1)
93.9Accuracy (All)
2
ImageNet-O
62.3AUROC
2
Tiny-ImageNet 2015
36.16Accuracy
2
ImageNet-R T=40
84.2Last-Task Accuracy
2
ImageNet (test)
0.988SSIM
2