Domain Adaptation on EPIC-KITCHENS-100

Metric: Average Accuracy (higher is better)

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#	Model↕	Average Accuracy▼	Augmentations	Paper	Date↕	Code
1	TranSVAE	52.6	No	-	-	-
2	CoMix	43.2	No	Contrast and Mix: Temporal Contrastive Video Dom...	2021-10-28	-
3	TA3N	39.9	No	Temporal Attentive Alignment for Large-Scale Vid...	2019-07-30	Code
4	DANN	39.2	No	Domain-Adversarial Training of Neural Networks	2015-05-28	Code
5	ADDA	37.4	No	Adversarial Discriminative Domain Adaptation	2017-02-17	Code

#1TranSVAE
52.6
Average Accuracy
No paper
#2CoMixSOTA
43.2
Average Accuracy· 2021-10-28
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing
#3TA3NSOTA
39.9
Average Accuracy· 2019-07-30
Temporal Attentive Alignment for Large-Scale Video Domain Adaptation Code
#4DANNSOTA
39.2
Average Accuracy· 2015-05-28
Domain-Adversarial Training of Neural Networks Code
#5ADDA
37.4
Average Accuracy· 2017-02-17
Adversarial Discriminative Domain Adaptation Code