ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-100 B50 Inc25
87.96Avg Accuracy
14
ImageNet-R (target)
0.778Accuracy
14
ImageNet-Sketch (target)
50.12Accuracy
14
ImageNet V2 (target)
65.97Accuracy
14
ImageNet source
73.56Accuracy
14
ImageNet-1k
81.64CA (%)
14
ImageNet Subset (test)
68Last Acc
14
ImageNet (val)
72.84Top-1 Acc
14
mini-ImageNet → CUB (test)
0.007ECE
14
Tiny ImageNet
3.97Speedup
14
ImageNet-K 1.0 (test)
51.59Top-1 Accuracy
14
ImageNet 256x256 (test)
21.96PSNR
14
ImageNet 256x256 (test)
23.96PSNR
14
ImageNet 256x256 (test)
26.58PSNR
14
ImageNetV2 original (test)
0.761Accuracy
14
ImageNet-A original (test)
53.7Accuracy
14
ImageNet-C
97.78ASR
14
ImageNet-100 B=5, C=5 1.0
76.2Average Incremental Accuracy
14
ImageNet-100 B=10, C=10 1.0
79.5Avg Incremental Acc
14
ImageNet-100 B=50, C=5 1.0
76.7Avg Incremental Acc
14
miniImagenet-S
58.18Accuracy
14
ImageNet-100 1.0 (test)
68.88Top-1 Loc Acc (Avg)
14
ImageNet 1k (val)
58Cluster Accuracy
14
TinyImageNet (test)
36.9Vanilla Accuracy
14
ImageNet unlabelled (train)
91.9Clustering Accuracy
14