ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet
35.45PSNR (dB)
2
ImageNet16-120 (NATS-Bench)
38.27Accuracy
2
ImageNet 256x256 (Classes 111, 130, 207, 222, 333, 444)
58.3Success Rate
2
ImageNet-1K (100 forgotten samples)
10.74PSNR (dB)
2
Tiny-ImageNet (forget-set)
0.792AUC
2
ImageNet-1K
10.74PSNR (dB)
2
ImageNet
71.3Top-1 Acc
2
ImageNet-C Dynamic Stream
6.3ECE
2
ImageNet (val)
0.058CD
2
IMAGENET-O OoD with IMAGENET iD
0.711Log Loss
2
ImageNet 64x64
10,875Avg Training Time (s)
2
ImageNet 32x32
3,317Avg Training Time (s)
2
ImageNet-DiT
99.5AUC
2
ImageNet 20
52.35RA
2
ImageNet 20 (test)
61.07RA (%)
2
Tiny-ImageNet ID (test)
7.8Improvement (%)
2
ImageNet (test)
83.3V1 Image Adaptation Score
2
ImageNet-1K
86.1Accuracy (Baseline)
2
TinyImageNet (test)
52.75Dehydra CDA
2
ImageNet
0.987SSIM
2
ImageNet 1024x1024 (val)
1.75FID
2
ImageNet (val)
50.1VGG-16 Performance Score
2
ImageNet
39.91PSNR
2
ImageNet
0Pu (R=0)
2
ImageNet
36.01Robust Accuracy
2