← Situation Recognition
Papers with Code · CC BY-SA 4.0

imSitu

아카이브 평가 13건 · 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
Ours
Top-1 Verb
58.88
Dynamic Scene Understanding from Vision-Language Representations
2025-01-20
연결 없음
ClipSitu
Top-1 Verb
47.23
Top-1 Verb & Value
29.73
Top-5 Verbs
85.69
Top-5 Verbs & Value
68.42
ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition
2023-07-02
코드 1
CoFormer
Top-1 Verb
44.66
Top-1 Verb & Value
35.98
Top-5 Verbs
73.31
Top-5 Verbs & Value
57.76
Collaborative Transformers for Grounded Situation Recognition
2022-03-30
코드 1 · 코드 2 · 코드 3
SituFormer
Top-1 Verb
44.2
Top-1 Verb & Value
35.24
Top-5 Verbs
71.21
Top-5 Verbs & Value
55.75
Rethinking the Two-Stage Framework for Grounded Situation Recognition
2021-12-10
코드 1
Kernel GraphNet
Top-1 Verb
43.27
Top-1 Verb & Value
35.41
Top-5 Verbs
68.72
Top-5 Verbs & Value
55.62
Mixture-Kernel Graph Attention Network for Situation Recognition
2019-10-01
연결 없음
GSRTR
Top-1 Verb
40.63
Top-1 Verb & Value
32.15
Top-5 Verbs
69.81
Top-5 Verbs & Value
54.13
Grounded Situation Recognition with Transformers
2021-11-19
코드 1
JSL
Top-1 Verb
39.94
Top-1 Verb & Value
31.44
Top-5 Verbs
67.6
Top-5 Verbs & Value
51.88
Grounded Situation Recognition
2020-03-26
코드 1
ISL
Top-1 Verb
39.36
Top-1 Verb & Value
30.09
Top-5 Verbs
65.51
Top-5 Verbs & Value
50.16
Grounded Situation Recognition
2020-03-26
코드 1
CAQ + RE-VGG
Top-1 Verb
38.19
Top-1 Verb & Value
30.23
Top-5 Verbs
65.05
Top-5 Verbs & Value
50.21
Attention-Based Context Aware Reasoning for Situation Recognition
2020-06-01
코드 1
GraphNet
Top-1 Verb
36.72
Top-1 Verb & Value
27.52
Top-5 Verbs
61.90
Top-5 Verbs & Value
45.39
Situation Recognition with Graph Neural Networks
2017-08-14
코드 1
RNN + Fusion
Top-1 Verb
35.9
Top-1 Verb & Value
27.45
Top-5 Verbs
63.08
Top-5 Verbs & Value
46.88
Recurrent Models for Situation Recognition
2017-03-18
연결 없음
CRF + Aug
Top-1 Verb
34.12
Top-1 Verb & Value
26.45
Top-5 Verbs
62.59
Top-5 Verbs & Value
46.88
Commonly Uncommon: Semantic Sparsity in Situation Recognition
2016-12-03
코드 1 · 코드 2
CRF
Top-1 Verb
32.34
Top-1 Verb & Value
24.64
Top-5 Verbs
58.88
Top-5 Verbs & Value
42.76
Situation Recognition: Visual Semantic Role Labeling for Image Understanding
2016-06-01
코드 1