Domain Adaptation on UCF-HMDB

Metric: Accuracy (higher is better)

LeaderboardDataset

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#	Model↕	Accuracy▼	Augmentations	Paper	Date↕	Code
1	TranSVAE	87.78	No	-	-	-
2	CoMix	86.66	No	Contrast and Mix: Temporal Contrastive Video Dom...	2021-10-28	-
3	SAVA	82.22	No	-	-	-
4	TA3N	81.38	No	Temporal Attentive Alignment for Large-Scale Vid...	2019-07-30	Code
5	DANN	80.83	No	Domain-Adversarial Training of Neural Networks	2015-05-28	Code
6	ADDA	79.17	No	Adversarial Discriminative Domain Adaptation	2017-02-17	Code

#1TranSVAE
87.78
Accuracy
No paper
#2CoMixSOTA
86.66
Accuracy· 2021-10-28
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing
#3SAVA
82.22
Accuracy
No paper
#4TA3NSOTA
81.38
Accuracy· 2019-07-30
Temporal Attentive Alignment for Large-Scale Video Domain Adaptation Code
#5DANNSOTA
80.83
Accuracy· 2015-05-28
Domain-Adversarial Training of Neural Networks Code
#6ADDA
79.17
Accuracy· 2017-02-17
Adversarial Discriminative Domain Adaptation Code