ImageNet

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	ImageNet-1K 1.0 (val)	Top-1 Accuracy90	2,238
Image Classification	ImageNet 1k (val)	Top-1 Accuracy91	1,498
Image Classification	ImageNet-1K	Top-1 Acc97.1	1,239
Image Classification	ImageNet (val)	Top-1 Acc87.1	1,206
Classification	ImageNet-1K 1.0 (val)	Top-1 Accuracy (%)90.88	1,171
Class-conditional Image Generation	ImageNet 256x256	Inception Score (IS)365.4	967
Image Classification	ImageNet 1K (val)	Top-1 Accuracy89.5	920
Image Classification	ImageNet 1k (test)	Top-1 Accuracy91	880
Image Classification	ImageNet V2	Top-1 Acc86.9	749
Image Classification	Tiny-ImageNet (test)	Accuracy94.21	722
Image Classification	ImageNet-1K (val)	Top-1 Accuracy90.9	708
Image Classification	ImageNet 1k (val)	Top-1 Acc94.8	706
Image Classification	ImageNet A	Top-1 Acc94.47	698
Image Classification	ImageNet-1k	Top-1 Acc90.9	600
Image Classification	ImageNet-R	Top-1 Acc96.8	581
Image Generation	ImageNet 256x256	IS478.6	517
Class-conditional image generation	ImageNet 256x256 (val)	Inception Score (IS)366	493
Image Classification	ImageNet-Sketch	Top-1 Accuracy93.71	473
Image Classification	ImageNet-1K (test)	Top-1 Accuracy91	456
Image Classification	ImageNet ILSVRC-2012 (val)	Top-1 Accuracy90.88	441
Image Classification	ImageNet	Top-1 Accuracy90.2	431
Image Generation	ImageNet 256x256 (val)	FID0.58	399
Class-conditional image generation	ImageNet 256x256 (train)	IS362	367
Image Classification	ImageNet	Top-1 Accuracy94.43	366
Image Classification	ImageNet (val)	Top-1 Accuracy83.9	354

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