ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 100
0.205ECE
8
ImageNet 100
-0.091Backward Transfer (BwT)
8
ImageNet
0.259LPIPS
8
ImageNet
69.16Balanced Accuracy
8
ImageNet C R S
0.105Smoothed ECE
8
ImageNet-C Severity 5
45.19Top-1 Accuracy
8
ImageNet Variants Aggregated Domain Generalization
64.3Avg Acc
8
ImageNet-Sketch
51.6Top-1 Acc
8
ImageNet V2
65.6Top-1 Acc
8
ImageNet Adversarial
52.1Top-1 Acc
8
ImageNet 1k A V2 R Sketch (test)
73.99Top-1 Acc (ImageNet)
8
ImageNet 1% imgs (train val)
72.3Top-1 Accuracy
8
ImageNet 5 imgs/cls (train val)
68.3Top-1 Acc
8
ImageNet 2 imgs/cls (train/val)
61.1Top-1 Acc
8
ImageNet 1K 16-shot (test)
70.02Accuracy
8
ImageNet-1K 4-shot (test)
65.92Accuracy
8
ImageNet-1K 2-shot (test)
64.34Accuracy
8
ImageNet-1K 1-shot (test)
63.8Accuracy
8
Tiny-ImageNet (train)
0.462NMI
8
ImageNet-CN zero-shot
80.7Accuracy
8
TinyImageNet 20 closed-set and 180 open-set classes
80.6OSCR
8
Multilingual ImageNet-1K 1.0 (test)
64.5Accuracy (ZH)
8
Multilingual ImageNet 1K (test)
64.5ZH Accuracy
8
ImageNet-R-TI2I Depth (test)
0.165Self-Sim
8
ImageNet-R TI2I (Canny) (test)
0.139Self-Sim
8