Object Localization on ImageNet

Metric: Top-1 Localization Accuracy (higher is better)

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#	Model↕	Top-1 Localization Accuracy▼	Extra Data	Paper	Date↕	Code
1	Stable diffusion	65.2	Yes	Generative Prompt Model for Weakly Supervised Ob...	2023-07-19	Code
2	Deit-S	56.1	No	Weakly Supervised Object Localization via Transf...	2022-07-21	Code
3	R-Mix (ResNet-50)	55.58	No	Expeditious Saliency-guided Mix-up through Rando...	2022-12-09	Code
4	TokenCut	52.3	No	Self-Supervised Transformers for Unsupervised Ob...	2022-02-23	Code
5	FALcon	49.39	No	-	-	Code

#1Stable diffusionSOTA
65.2
Top-1 Localization Accuracy· Extra Data· 2023-07-19
Generative Prompt Model for Weakly Supervised Object Localization Code
#2Deit-SSOTA
56.1
Top-1 Localization Accuracy· 2022-07-21
Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration Code
#3R-Mix (ResNet-50)
55.58
Top-1 Localization Accuracy· 2022-12-09
Expeditious Saliency-guided Mix-up through Random Gradient Thresholding Code
#4TokenCutSOTA
52.3
Top-1 Localization Accuracy· 2022-02-23
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut Code
#5FALcon
49.39
Top-1 Localization Accuracy
No paperCode