Action Anticipation on EPIC-KITCHENS-100 (test)

Metric: recall@5 (higher is better)

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#	Model↕	recall@5▼	Extra Data	Paper	Date↕	Code
1	InAViT	23.75	No	Interaction Region Visual Transformer for Egocen...	2022-11-25	Code
2	AVT++	16.7	Yes	Anticipative Video Transformer	2021-06-03	Code
3	AFFT	14.9	No	Anticipative Feature Fusion Transformer for Mult...	2022-10-23	Code
4	Abstract Goal	14.29	No	Predicting the Next Action by Modeling the Abstr...	2022-09-12	-
5	TempAgg	12.6	No	Technical Report: Temporal Aggregate Representat...	2021-06-06	Code
6	AVT+	12.6	No	Anticipative Video Transformer	2021-06-03	Code
7	RULSTM	11.2	No	Rolling-Unrolling LSTMs for Action Anticipation ...	2020-05-04	Code
8	TBN	11	No	Multi-Modal Temporal Convolutional Network for A...	2021-07-18	-

#1InAViTSOTA
23.75
recall@5· 2022-11-25
Interaction Region Visual Transformer for Egocentric Action Anticipation Code
#2AVT++SOTA
16.7
recall@5· Extra Data· 2021-06-03
Anticipative Video Transformer Code
#3AFFT
14.9
recall@5· 2022-10-23
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation Code
#4Abstract Goal
14.29
recall@5· 2022-09-12
Predicting the Next Action by Modeling the Abstract Goal
#5TempAgg
12.6
recall@5· 2021-06-06
Technical Report: Temporal Aggregate Representations Code
#6AVT+
12.6
recall@5· 2021-06-03
Anticipative Video Transformer Code
#7RULSTMSOTA
11.2
recall@5· 2020-05-04
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video Code
#8TBN
11
recall@5· 2021-07-18
Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos