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

EPIC-KITCHENS-55 (Seen test set (S1))

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
35.34
Top 1 Accuracy - Noun
51.56
Top 1 Accuracy - Act.
22.03
Top 5 Accuracy - Verb
82.56
Top 5 Accuracy - Noun
58.01
Top 5 Accuracy - Act.
38.29
Predicting the Next Action by Modeling the Abstract Goal
2022-09-12
연결 없음
AVT+
Top 1 Accuracy - Verb
34.36
Top 1 Accuracy - Noun
20.16
Top 1 Accuracy - Act.
16.84
Top 5 Accuracy - Verb
80.03
Top 5 Accuracy - Noun
51.57
Top 5 Accuracy - Act.
36.52
Anticipative Video Transformer
2021-06-03
코드 1
ImagineRNN
Top 1 Accuracy - Verb
35.44
Top 1 Accuracy - Noun
22.79
Top 1 Accuracy - Act.
14.66
Top 5 Accuracy - Verb
79.72
Top 5 Accuracy - Noun
52.09
Top 5 Accuracy - Act.
34.98
Learning to Anticipate Egocentric Actions by Imagination
2021-01-13
연결 없음
RULSTM [24, 23]
Top 1 Accuracy - Verb
33.04
Top 1 Accuracy - Noun
22.78
Top 1 Accuracy - Act.
14.39
Top 5 Accuracy - Verb
79.55
Top 5 Accuracy - Noun
50.95
Top 5 Accuracy - Act.
33.73
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
29.35
Top 1 Accuracy - Noun
16.07
Top 1 Accuracy - Act.
8.08
Top 5 Accuracy - Verb
74.49
Top 5 Accuracy - Noun
38.83
Top 5 Accuracy - Act.
18.19
RED: Reinforced Encoder-Decoder Networks for Action Anticipation
2017-07-16
코드 1
ATSN
Top 1 Accuracy - Verb
31.81
Top 1 Accuracy - Noun
16.22
Top 1 Accuracy - Act.
6.00
Top 5 Accuracy - Verb
76.56
Top 5 Accuracy - Noun
42.15
Top 5 Accuracy - Act.
28.21
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
2018-04-08
코드 1 · 코드 2
2SCNN
Top 1 Accuracy - Verb
29.76
Top 1 Accuracy - Noun
15.15
Top 1 Accuracy - Act.
4.32
Top 5 Accuracy - Verb
76.03
Top 5 Accuracy - Noun
38.56
Top 5 Accuracy - Act.
15.21
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
2018-04-08
코드 1 · 코드 2