ImageNet

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	ImageNet-1K 1.0 (val)	Top-1 Accuracy90	1,866
Image Classification	ImageNet 1k (val)	Top-1 Accuracy91	1,453
Image Classification	ImageNet (val)	Top-1 Acc87.1	1,206
Classification	ImageNet-1K 1.0 (val)	Top-1 Accuracy (%)90.88	1,155
Image Classification	ImageNet 1K (val)	Top-1 Accuracy89.5	840
Image Classification	ImageNet-1K	Top-1 Acc91	836
Image Classification	ImageNet 1k (test)	Top-1 Accuracy91	798
Image Classification	ImageNet 1k (val)	Top-1 Acc94.8	706
Image Classification	ImageNet A	Top-1 Acc94.47	553
Image Classification	ImageNet-1k	Top-1 Acc90.9	524
Image Classification	ImageNet-1K (val)	Top-1 Accuracy90.9	512
Image Classification	ImageNet V2	Top-1 Acc84.84	487
Image Classification	ImageNet-R	Top-1 Acc96.8	474
Class-conditional Image Generation	ImageNet 256x256	Inception Score (IS)365.4	441
Image Classification	ImageNet	Top-1 Accuracy90.2	429
Image Classification	ImageNet ILSVRC-2012 (val)	Top-1 Accuracy90.88	405
Image Classification	ImageNet-Sketch	Top-1 Accuracy93.71	360
Image Classification	ImageNet-1K (test)	Top-1 Accuracy91	359
Image Classification	ImageNet (val)	Top-1 Accuracy83.9	354
Video Object Detection	ImageNet VID (val)	mAP (%)91.3	341
Image Classification	ImageNet	Top-1 Accuracy94.43	324
Image Generation	ImageNet 256x256 (val)	FID0.58	307
Class-conditional image generation	ImageNet 256x256 (train)	IS362	305
Image Classification	ImageNet (val)	Accuracy91.1	300
Class-conditional image generation	ImageNet 256x256 (val)	FID1.13	293

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