← Action Anticipation
Papers with Code · CC BY-SA 4.0

EPIC-KITCHENS-55 (Unseen test set (S2)

아카이브 평가 7건 · 마지막 적재/변경

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
Abstract Goal
Top 1 Accuracy - Verb
41.41
Top 1 Accuracy - Noun
22.36
Top 1 Accuracy - Act.
13.28
Top 5 Accuracy - Verb
73.10
Top 5 Accuracy - Noun
41.62
Top 5 Accuracy - Act.
24.24
Predicting the Next Action by Modeling the Abstract Goal
2022-09-12
연결 없음
AVT+
Top 1 Accuracy - Verb
30.66
Top 1 Accuracy - Noun
15.64
Top 1 Accuracy - Act.
10.41
Top 5 Accuracy - Verb
72.17
Top 5 Accuracy - Noun
40.76
Top 5 Accuracy - Act.
24.27
Anticipative Video Transformer
2021-06-03
코드 1
ImagineRNN
Top 1 Accuracy - Verb
29.33
Top 1 Accuracy - Noun
15.50
Top 1 Accuracy - Act.
9.25
Top 5 Accuracy - Verb
70.67
Top 5 Accuracy - Noun
35.78
Top 5 Accuracy - Act.
22.19
Learning to Anticipate Egocentric Actions by Imagination
2021-01-13
연결 없음
RULSTM [24, 23]
Top 1 Accuracy - Verb
27.01
Top 1 Accuracy - Noun
15.19
Top 1 Accuracy - Act.
8.16
Top 5 Accuracy - Verb
69.55
Top 5 Accuracy - Noun
34.38
Top 5 Accuracy - Act.
21.10
What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention
2019-05-22
코드 1 · 코드 2
ED
Top 1 Accuracy - Verb
22.52
Top 1 Accuracy - Noun
7.81
Top 1 Accuracy - Act.
2.65
Top 5 Accuracy - Verb
62.65
Top 5 Accuracy - Noun
21.42
Top 5 Accuracy - Act.
7.57
RED: Reinforced Encoder-Decoder Networks for Action Anticipation
2017-07-16
코드 1
ATSN
Top 1 Accuracy - Verb
25.30
Top 1 Accuracy - Noun
10.41
Top 1 Accuracy - Act.
2.39
Top 5 Accuracy - Verb
68.32
Top 5 Accuracy - Noun
29.50
Top 5 Accuracy - Act.
6.63
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
2018-04-08
코드 1 · 코드 2
2SCNN
Top 1 Accuracy - Verb
25.23
Top 1 Accuracy - Noun
9.97
Top 1 Accuracy - Act.
2.29
Top 5 Accuracy - Verb
68.66
Top 5 Accuracy - Noun
27.38
Top 5 Accuracy - Act.
9.35
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
2018-04-08
코드 1 · 코드 2