ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet v1.4
57.6Recall
9
TinyImagenet
49.33Accuracy (25% FLOPs)
9
ImageNet
65.96Top-1 Clean Accuracy
9
ImageNet-1K (test)
73.5Accuracy (30% Threshold)
9
ImageNet OpenFlamingo
87Detection Rate
9
ImageNet LLaVA
85Detection Rate
9
ImageNet-hard
0.263KRR
9
Tiny-ImageNet
35.6Epochs to Convergence
9
Tiny-ImageNet (incremental)
0.77Spearman's Rho
9
TinyImageNet NID1_0.2 label/quantity skew
45.64Accuracy
9
Imagenet v1
28.04Accuracy
9
ImageNet noiseless
24.8PSNR
9
ImageNet noiseless
21.85PSNR
9
ImageNet noiseless
22.61PSNR
9
ImageNet Subset E (val)
20.6Accuracy
9
ImageNet Subset D (val)
22.1Accuracy
9
ImageNet Subset C (val)
25.1Accuracy
9
ImageNet-R B0 Inc10 (test)
88.15Average Accuracy
9
ImageNet 100 B50 Inc5
85.14Average Accuracy
9
ImageNet-100 B0 Inc20
88.67Average Accuracy
9
ImageNet-100 B0 Inc5
89.49Average Accuracy
9
ImageNet-C
16.86GFLOPs
9
Tiny-ImageNet
73.23Top-1 Accuracy (Best Pred)
9
ImageNet far-OOD Places
26.63FPR95
9
ImageNet 1K IPC10
29.6Accuracy
9