ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
miniImageNet (test)
84.4Accuracy
16
ImageNet 64
3.42Bits-per-dimension
16
ImageNet 10% labels subset ILSVRC-2012 (val)
89.9Top-5 Accuracy
16
ImageNet to ImageNet-R (val)
12.84Cartoon Recall@10
16
Tiny ImageNet
10Communication Rounds (Acc=35%, K=10)
15
ImageNet (test)
67.8Top-1 Accuracy
15
ImageNet
74.7Accuracy
15
ImageNet
75.5Control Accuracy
15
ImageNet-1K (val)
0.66Loss Barrier
15
ImageNet-1k OOD
85.53AUROC
15
ImageNet-1k Corrupt
30.61Accuracy
15
Tiny ImageNet OOD
79.88AUROC
15
ImageNet correctly classified samples (val)
0.824Insertion Score
15
ImageNet 256x256
28.91PSNR
15
ImageNet 2015 (test)
79.12Top-1 Accuracy (Zero-shot)
15
Tiny-ImageNet
65.94Base Top-1 Accuracy
15
Tiny-ImageNet
48.96Accuracy
15
ImageNet 256x256 (train)
3.56FID (50K)
15
ImageNet-1K
84.76DAR
15
ImageNet-1K 256x256
78.3Linear Accuracy
15
ImageNet LTNr (IF=100) (val)
81.9Top-1 Accuracy
15
ImageNet-LTNr (IF=10) (val)
84.6Top-1 Accuracy
15
ImageNet 12 (test)
84.3Top-1 Accuracy
15
ImageNet-C Severity 5 1.0
42.95MCI
15
Tiny-ImageNet 5 task
55.25Average Incremental Accuracy
15