Object Localization on CUB-200-2011

Metric: Top-1 Error Rate (lower is better)

LeaderboardDataset

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#	Model↕	Top-1 Error Rate▲	Extra Data	Paper	Date↕	Code
1	ART	34.8	No	Attributional Robustness Training using Input-Gr...	2019-11-29	Code
2	ADL	37.71	No	Attention-based Dropout Layer for Weakly Supervi...	2019-08-27	Code
3	SPG	53.36	No	Self-produced Guidance for Weakly-supervised Obj...	2018-07-24	Code
4	InfoCAM	54.17	No	Rethinking Softmax with Cross-Entropy: Neural Ne...	2019-11-25	Code

#1ARTSOTA
34.8
Top-1 Error Rate· 2019-11-29
Attributional Robustness Training using Input-Gradient Spatial Alignment Code
#2ADLSOTA
37.71
Top-1 Error Rate· 2019-08-27
Attention-based Dropout Layer for Weakly Supervised Object Localization Code
#3SPGSOTA
53.36
Top-1 Error Rate· 2018-07-24
Self-produced Guidance for Weakly-supervised Object Localization Code
#4InfoCAM
54.17
Top-1 Error Rate· 2019-11-25
Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator Code