ImageNet

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	ImageNet-1K 1.0 (val)	Top-1 Accuracy90	1,952
Image Classification	ImageNet 1k (val)	Top-1 Accuracy91	1,469
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	1,163
Image Classification	ImageNet 1k (test)	Top-1 Accuracy91	848
Image Classification	ImageNet 1K (val)	Top-1 Accuracy89.5	844
Class-conditional Image Generation	ImageNet 256x256	Inception Score (IS)365.4	815
Image Classification	ImageNet 1k (val)	Top-1 Acc94.8	706
Image Classification	ImageNet A	Top-1 Acc94.47	654
Image Classification	ImageNet V2	Top-1 Acc86.9	611
Image Classification	ImageNet-1k	Top-1 Acc90.9	600
Image Classification	ImageNet-1K (val)	Top-1 Accuracy90.9	543
Image Classification	ImageNet-R	Top-1 Acc96.8	529
Image Classification	ImageNet-1K (test)	Top-1 Accuracy91	450
Image Classification	ImageNet	Top-1 Accuracy90.2	431
Class-conditional image generation	ImageNet 256x256 (val)	FID1.13	427
Image Classification	ImageNet-Sketch	Top-1 Accuracy93.71	407
Image Classification	ImageNet ILSVRC-2012 (val)	Top-1 Accuracy90.88	405
Image Classification	ImageNet	Top-1 Accuracy94.43	366
Image Classification	Tiny-ImageNet (test)	Accuracy94.21	362
Image Generation	ImageNet 256x256	IS478.6	359
Image Classification	ImageNet (val)	Top-1 Accuracy83.9	354
Class-conditional image generation	ImageNet 256x256 (train)	IS362	345
Video Object Detection	ImageNet VID (val)	mAP (%)91.3	341

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