Domain Adaptation on HMDBfull-to-UCF

Metric: Accuracy (higher is better)

LeaderboardDataset

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#	Model↕	Accuracy▼	Augmentations	Paper	Date↕	Code
1	UNITE	92.5	No	Unsupervised Video Domain Adaptation with Masked...	2023-12-05	Code
2	TA3N	81.79	No	Temporal Attentive Alignment for Video Domain Ad...	2019-05-26	Code
3	JAN	79.69	No	Deep Transfer Learning with Joint Adaptation Net...	2016-05-21	Code
4	MCD	79.34	No	Maximum Classifier Discrepancy for Unsupervised ...	2017-12-07	Code
5	RevGrad	74.44	No	Unsupervised Domain Adaptation by Backpropagation	2014-09-26	Code

#1UNITESOTA
92.5
Accuracy· 2023-12-05
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training Code
#2TA3NSOTA
81.79
Accuracy· 2019-05-26
Temporal Attentive Alignment for Video Domain Adaptation Code
#3JANSOTA
79.69
Accuracy· 2016-05-21
Deep Transfer Learning with Joint Adaptation Networks Code
#4MCD
79.34
Accuracy· 2017-12-07
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Code
#5RevGradSOTA
74.44
Accuracy· 2014-09-26
Unsupervised Domain Adaptation by Backpropagation Code