ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 256x256 2012 (test val)
0.75rFID
25
ImageNet100
92.47Average Accuracy
25
ImageNet-1k
83.6Top-1 Acc
25
ImageNet 256
25.8PSNR
25
ImageNet-A OfficeHome source (test)
46.1Accuracy
25
ImageNet-A MiniDomainnet source (test)
61.48Accuracy
25
ImageNet
278.2Inception Score
25
ImageNet-1K 1.0 (val)
64.21-shot Acc
25
tieredImageNet
98.57Accuracy
25
ImageNet 1K (test)
27.45PSNR
25
ImageNet-1K original (val)
80.1Top-1 Acc
25
ImageNet Base
78.26Top-1 Accuracy
25
ImageNet-1k (val)
2.6FLOPs (G)
25
ImageNet 1K (val)
84.7Top-1 Accuracy
25
ImageNet disjoint-CIL 800+40
70.32Acc (All)
25
ImageNet base and novel classes 1K
84.3Top-5 Accuracy
25
mini-ImageNet 5-shot (test)
70.44Accuracy
25
ImageNet-21K
86.6Top-1 Accuracy
25
ImageNet (val)
100Attack Success Rate
25
ImageNet 1k (val)
93.01AUPR
25
ImageNet 128x128 (test val)
2.53FID
25
ImageNet-1k 2012 (val)
84.4Top-1 Accuracy
25
ImageNet 1k (val)
80Top-1 Accuracy
25
tiered-ImageNet
79.671-Shot Acc
25
ImageNet 50k 1k (val)
0.63rFID
25