ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet seen classes @1000
92.4mAP (Seen@Seen)
30
ImageNet @1000 15%-unseen
71.3mAP (Unseen@Unseen)
30
ImageNet100
93.5mAP
30
ImageNet-C
19.6Corruption Error
30
ImageNet-10 0.5% BER (test)
94Accuracy (NF)
30
ImageNet
29.9PSNR
30
ImageNet (val)
2.24GFLOPS
30
ImageNet Tiny
89.9Best Accuracy
30
ImageNet OOD Variants
78.2Accuracy (IN)
30
ImageNet Subset (test)
65A_last
30
ImageNet-C Severity Level 5, Mixed Shifts v1 (test)
70.9Accuracy
30
Tiny-ImageNet (test)
31.58Top-1 Accuracy
30
Tiny-ImageNet (test)
65.28Standard Accuracy
30
TinyImageNet
1Mean Queries/Image
30
Mini-Imagenet (test)
-43.78BWT
30
ImageNet Distribution Shifts Summary
86.54Avg Shifts Score
30
ImageNet (train/val)
2.87FID
30
ImageNet-C
42.5mCE
30
ImageNet ILSVRC 2012
84.7Top-1 Accuracy
30
ImageNet (val)
0.771SIC AUC
30
ImageNet Combined SEEN and UNSEEN
83.9Top-5 Accuracy
30
ImageNet-LT Forward Shifted (test)
65.82Top-1 Accuracy
30
ImageNet 10% labels 1.0 (val)
83.8Top-1 Accuracy
30
Imagenet FS (All classes)
78.89Top-5 Acc
30
ImageNet 4 (val)
83.6Accuracy
30