ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNetV2 (test)
41.41Accuracy (1-Shot)
18
ImageNet 10% label fraction 2012 (val)
76.2Top-1 Acc
18
ImageNet-O
0.842AUROC
18
ImageNet-100 10-task offline CIL setup (test)
39.4Avg Forgetting
18
mini-ImageNet 5-shot (test)
86.44Accuracy
18
tiered-ImageNet
83.06Novel Accuracy
18
Small-ImageNet-127
34.8Avg Class Recall
18
ImageNet 2012 (val)
24.4Top-1 Error
18
ImageNet
79.84Accuracy
18
ImageNet-100-LT (test)
78Accuracy (Many)
18
ImageNet-16 NAS-Bench-201 (test)
45.05Accuracy
18
ImageNet 1k (val)
13.4Accuracy
18
ImageNet 31 (train)
104.57Inception Score (IS)
18
ImageNet-LT Backward Shifted (test)
49.42Top-1 Acc
18
ImageNet (val)
15.7WCR
18
miniImagenet (test)
98.63Accuracy
18
ImageNet 10% labels 1K (val)
10.76Top-5 Error
18
miniImageNet 5-way (test)
76.7Accuracy
18
ImageNet ILSVRC 128x128 2012 (test)
5.7FID
18
ImageNet-1k vs SSB-Hard
77.28AUROC
18
ImageNet-1k vs Texture
95.34AUROC
18
ImageNet1K 1.0 (train val)
80.4Top-1 Acc
18
ImageNet 256x256
22.16PSNR
17
ImageNet sub-tasks S7-S9 (50 classes)
95.04Accuracy (S7/50)
17
ImageNet sub-tasks S4-S6 (25 classes)
96.4Accuracy (S4/25)
17