ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet (val)
8.1RMS Error
5
ImageNet-P (test)
5.7mFR
5
ImageNet-A (test)
92.9Error Rate
5
ImageNet-1k 64x64 downscaled (val)
56.66Top-1 Accuracy
5
ImageNet-1K
43.4Accuracy
5
Tiny ImageNet-C (val)
40.99Rank Accuracy
5
ImageNet-O (test)
23.1AUPR
5
ImageNet (val)
81.7Top-1 Accuracy
5
ImageNet DEEPNETS-1M (test)
37.7Avg Top-5 Accuracy
5
ImageNet-30 unlabeled (test)
96.57AUROC
5
Tiny ImageNet Step-Imbalance, p=100 (test)
41.13Accuracy
5
ImageNet 128x128
2.97FID
5
ImageNet-C
79.9EoE
5
ImageNet-O
48.4EoE
5
ImageNet Meta-Dataset seen
44.3Recall@1
5
ImageNet (test)
36.1Recall@1
5
ImageNet-1K
95Top-5 Acc (T1)
5
ImageNet
41Accuracy
5
ImageNet 10% labeled samples (train test)
91.4Top-5 Acc
5
ImageNet 1k (val)
68.1Accuracy @ Epoch 100
5
ImageNet 5 supports (50 novel categories)
44.1AP50
5
ImageNet ILSVRC 2012 (val)
31.5Avg Drop
5
ImageNet 3-hop (Unseen categories only)
7.1Top-1 Accuracy
5
ImageNet 2-hop (Unseen categories only)
27Top-1 Acc
5
ImageNet
68.29Top-1 Accuracy
5