Domain Adaptation on UCF --> HMDB (full)

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Augmentations	Paper	Date↕	Code
1	UNITE	95	No	Unsupervised Video Domain Adaptation with Masked...	2023-12-05	Code
2	TranSVAE	87.78	No	-	-	-
3	CoMix	86.66	No	Contrast and Mix: Temporal Contrastive Video Dom...	2021-10-28	-
4	SAVA	82.22	No	-	-	-
5	TA3N	78.33	No	Temporal Attentive Alignment for Video Domain Ad...	2019-05-26	Code

#1UNITESOTA
95
Accuracy· 2023-12-05
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training Code
#2TranSVAE
87.78
Accuracy
No paper
#3CoMixSOTA
86.66
Accuracy· 2021-10-28
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing
#4SAVA
82.22
Accuracy
No paper
#5TA3NSOTA
78.33
Accuracy· 2019-05-26
Temporal Attentive Alignment for Video Domain Adaptation Code