ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet distribution-shift variants (ImageNet-A, -K, -R, -V) (test)
69.67Top-1 Acc (ImageNet)
11
ImageNet (1%)
81.6Top-1 Accuracy
11
ImageNet-1k (val)
61.13CMC@1
11
ImageNet mixed synthetic noise ILSVRC2012 (val)
23.91PSNR
11
ImageNet vs. Textures New setting
431.12AURC
11
ImageNet vs. Textures
316.1AURC
11
ImageNet Old setting
238.18AURC
11
ImageNet
78.1Base Accuracy
11
ImageNet-1k 1.0 (val)
78.76Zero-shot Acc
11
ImageNet
77.95Base Class Accuracy
11
ImageNet 50k 2012 (val)
0.59rFID
11
Split Mini-ImageNet
96.84Avg Per-Task Accuracy
11
ImageNet 1K (test)
44.21PSNR
11
Tiny-ImageNet-C (test)
38.65Accuracy
11
ImageNet real-edit
31.4CS Score
11
ImageNet-A CIL, T=10 (test)
62.4Avg Accuracy
11
ImageNet (test)
5.54NIMA Score (AVA)
11
ImageNet 20 ID 10 (hard OoD)
99.93AUROC
11
ImageNet 10 (ID) 20 (hard OoD)
99.8AUROC
11
Tiny-ImageNet (test)
76.64AUCOC
11
ImageNet (val)
793.1Throughput (Train Data Load) (FPS)
11
ImageNet32 downsampled (test)
3.43BPD
11
ImageNet B500-5step (test)
72.8Average Incremental Accuracy
11
ImageNet B500-5step
62.9Accuracy (Step 0)
11
ImageNet 1k (val)
76.1Top-1 Acc
11