Image Classification on SVHN, 250 Labels

Metric: Accuracy (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	ShrinkMatch	98.04	No	Shrinking Class Space for Enhanced Certainty in ...	2023-08-13	Code
2	MutexMatch (k=0.6C)	97.47	No	MutexMatch: Semi-Supervised Learning with Mutex-...	2022-03-27	Code
3	EnAET	96.79	No	EnAET: A Self-Trained framework for Semi-Supervi...	2019-11-21	Code
4	Triple-GAN-V2 (CNN-13)	96.52	No	Triple Generative Adversarial Networks	2019-12-20	Code
5	RealMix	96.47	No	RealMix: Towards Realistic Semi-Supervised Deep ...	2019-12-18	Code
6	MixMatch	96.22	No	MixMatch: A Holistic Approach to Semi-Supervised...	2019-05-06	Code
7	Triple-GAN-V2 (CNN-13, no aug)	95.81	No	Triple Generative Adversarial Networks	2019-12-20	Code
8	Dual Student	95.76	No	Dual Student: Breaking the Limits of the Teacher...	2019-09-03	Code
9	MeanTeacher	93.55	No	Mean teachers are better role models: Weight-ave...	2017-03-06	Code
10	SESEMI SSL (ConvNet)	91.68	No	Exploring Self-Supervised Regularization for Sup...	2019-06-25	Code
11	VAT	91.59	No	Virtual Adversarial Training: A Regularization M...	2017-04-13	Code
12	Ⅱ-model	82.35	No	Regularization With Stochastic Transformations a...	2016-06-14	-
13	MixUp	60.03	No	mixup: Beyond Empirical Risk Minimization	2017-10-25	Code