Domain Adaptation on Jester (Gesture Recognition)

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Augmentations	Paper	Date↕	Code
1	TranSVAE	66.1	No	-	-	-
2	CoMix	64.7	No	Contrast and Mix: Temporal Contrastive Video Dom...	2021-10-28	-
3	TA3N	55.5	No	Temporal Attentive Alignment for Large-Scale Vid...	2019-07-30	Code
4	DANN	55.4	No	Domain-Adversarial Training of Neural Networks	2015-05-28	Code
5	ADDA	52.3	No	Adversarial Discriminative Domain Adaptation	2017-02-17	Code

#1TranSVAE
66.1
Accuracy
No paper
#2CoMixSOTA
64.7
Accuracy· 2021-10-28
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing
#3TA3NSOTA
55.5
Accuracy· 2019-07-30
Temporal Attentive Alignment for Large-Scale Video Domain Adaptation Code
#4DANNSOTA
55.4
Accuracy· 2015-05-28
Domain-Adversarial Training of Neural Networks Code
#5ADDA
52.3
Accuracy· 2017-02-17
Adversarial Discriminative Domain Adaptation Code