ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 100 images (val)
25.81PSNR
2
ImageNet
8.83FID
2
Tiny-ImageNet
11.8Accuracy
2
ImageNet 256x256 (test)
0.099LPIPS
2
ImageNet x8 scaling
20.09PSNR
2
ImageNet x4 scaling
23.09PSNR
2
ImageNet random mask
27.73PSNR
2
ImageNet center mask
18.45PSNR
2
ImageNet-1k DINOv2-B CLS embeddings (train)
81.7Reconstruction Score
2
TinyImageNet
7,215.56Training Time (s)
2
ImageNet 100-class replication ViT-B/16 (val)
0.936TDI@0
2
ImageNet Segmentation curated subset of 4,276 images (val)
77.55Pixel Accuracy
2
ImageNet SPSA 1K (val)
70.63Top-1 Accuracy
2
ImageNet FGSM 1K (val)
59.01Top-1 Accuracy
2
ImageNet PGD 1K (val)
48.25Top-1 Accuracy
2
ImageNet SPSA (test)
70.18Top-1 Accuracy
2
ImageNet FGSM (test)
61.78Top-1 Accuracy
2
ImageNet 1k (test)
99.42Accuracy (Tench)
2
ImageNet 50k generated samples
50Accuracy
2
ImageNet
70.76Pixel Accuracy
2
ImageNet 32 random classes
0.165CLIP Representativeness
2
ImageNet 256x256 (OOD)
3.23FID
2
ImageNet Metaformer (AT) Set (val)
64.6Swin-B Accuracy
2
ImageNet ConvNet (AT) Set (val)
74.2Robust Accuracy
2
Tiny ImageNet
57.34Top-3 Accuracy
2