ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet100 ISLVRC2012 (test)
85.4ImageNet100 Accuracy
13
ImageNet-R (test)
10.2Recall@10 (Cartoon)
13
ImageNet 64x64 (non-iid)
38.7Accuracy
13
TinyImageNet (non-iid)
39Accuracy
13
ImageNet-1K 1.0 (val)
82.2Top-1 Acc
13
miniImageNet -> CUB (test)
0.9ECE
13
ImageNet
11.58FID
13
ImageNet (test)
100Success Rate (Res34)
13
ImageNet32
3.88BPD
13
ImageNet 34 (val)
0.73Feature Accuracy
13
miniImageNet
68.85Accuracy (S1)
13
ImageNet 32x32 1000 categories (test)
41.28Test Accuracy
13
ImageNet 10% labeled 1k (test)
91.2Top-5 Accuracy
13
ImageNet 1k (val)
90Top-1 Accuracy
13
ImageNet100-B50 (test)
81.2Top-1 Acc Avg
13
ImageNet FS
62.1Top-5 Acc (Novel, 1-shot)
13
ImageNet 100% labels
96.5Top-5 Accuracy
13
ImageNet 64x64 downsampled
1.41Bits Per Dimension
13
ImageNet 64x64 (val)
3.4Bits/dim
13
ImageNet 64
3.65BPD
13
ImageNet 32x32 (test)
3.873BPD
13
ImageNet (Repair)
56.32Insertion (Ins)
12
ImageNet Cause
75.27Insertion Score
12
ImageNet (test)
96.76Top-1 Accuracy (Animals)
12
ImageNet (NM NN)
100AUC
12