← Unbiased Scene Graph Generation
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Visual Genome

아카이브 평가 31건 · 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
IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode)
ng-mR@20
36.0
mR@20
28.9
F@100
44.1
Fine-Grained Scene Graph Generation with Data Transfer
2022-03-22
코드 1 · 코드 2
DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode)
ng-mR@20
31.3
mR@20
26.2
F@100
44.9
Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation
2024-07-22
코드 1
DLFE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode)
ng-mR@20
30.0
mR@20
22.1
F@100
37.6
Recovering the Unbiased Scene Graphs from the Biased Ones
2021-07-05
코드 1
DLFE (VCTree-ResNeXt-101-FPN backbone; PredCls mode)
ng-mR@20
29.1
mR@20
20.8
F@100
36.0
Recovering the Unbiased Scene Graphs from the Biased Ones
2021-07-05
코드 1
PCPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode)
ng-mR@20
25.6
mR@20
19.3
F@100
35.7
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation
2020-09-02
코드 1
PCPL (VCTree-ResNeXt-101-FPN backbone; PredCls mode)
ng-mR@20
25.1
mR@20
18.7
F@100
34.6
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation
2020-09-02
코드 1
IETrans (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode)
ng-mR@20
21.8
mR@20
17.5
F@100
26.0
Fine-Grained Scene Graph Generation with Data Transfer
2022-03-22
코드 1 · 코드 2
DLFE (VCTree-ResNeXt-101-FPN backbone; SGCls mode)
ng-mR@20
21.6
mR@20
15.8
Recovering the Unbiased Scene Graphs from the Biased Ones
2021-07-05
코드 1
TDE (VCTree-ResNeXt-101-FPN backbone; PredCls mode)
ng-mR@20
20.9
mR@20
19.2
F@100
36.9
Unbiased Scene Graph Generation from Biased Training
2020-02-27
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
TDE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode)
ng-mR@20
18.7
mR@20
17.4
F@100
37.2
Unbiased Scene Graph Generation from Biased Training
2020-02-27
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
DPL (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode)
ng-mR@20
18.5
mR@20
14.1
F@100
25.2
Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation
2024-07-22
코드 1
DLFE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode)
ng-mR@20
17.6
mR@20
12.8
F@100
21.5
Recovering the Unbiased Scene Graphs from the Biased Ones
2021-07-05
코드 1
PCPL (VCTree-ResNeXt-101-FPN backbone; SGCls mode)
ng-mR@20
17.2
mR@20
12.7
F@100
23.2
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation
2020-09-02
코드 1
IETrans (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode)
ng-mR@20
13.4
mR@20
10.9
F@100
21.7
Fine-Grained Scene Graph Generation with Data Transfer
2022-03-22
코드 1 · 코드 2
PCPL (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode)
ng-mR@20
13.1
mR@20
9.9
F@100
18.8
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation
2020-09-02
코드 1
TDE (VCTree-ResNeXt-101-FPN backbone; SGCls mode)
ng-mR@20
12.4
mR@20
11.2
F@100
18.6
Unbiased Scene Graph Generation from Biased Training
2020-02-27
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
DLFE (VCTree-ResNeXt-101-FPN backbone; SGDet mode)
ng-mR@20
11.8
mR@20
8.6
F@100
18.1
Recovering the Unbiased Scene Graphs from the Biased Ones
2021-07-05
코드 1
DLFE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode)
ng-mR@20
11.7
mR@20
8.6
F@100
18.8
Recovering the Unbiased Scene Graphs from the Biased Ones
2021-07-05
코드 1
TDE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode)
ng-mR@20
10.7
mR@20
9.9
F@100
19.9
Unbiased Scene Graph Generation from Biased Training
2020-02-27
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
DPL (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode)
ng-mR@20
10.0
mR@20
9.4
F@100
20.2
Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation
2024-07-22
코드 1
PCPL (VCTree-ResNeXt-101-FPN backbone; SGDet mode)
ng-mR@20
9.9
mR@20
8.1
F@100
17.8
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation
2020-09-02
코드 1
PCPL (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode)
ng-mR@20
9.8
mR@20
8.0
F@100
18.0
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation
2020-09-02
코드 1
TDE (VCTree-ResNeXt-101-FPN backbone; SGDet mode)
ng-mR@20
7.8
mR@20
6.8
F@100
15.1
Unbiased Scene Graph Generation from Biased Training
2020-02-27
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
TDE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode)
ng-mR@20
7.4
mR@20
9.7
F@100
13.2
Unbiased Scene Graph Generation from Biased Training
2020-02-27
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode)
mR@20
35.6
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation
2022-03-18
코드 1
CogTree (VCTree-ResNeXt-101-FPN backbone; PredCls mode)
mR@20
22.0
F@100
35.9
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation
2020-09-16
코드 1
CogTree (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode)
mR@20
20.9
F@100
32.4
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation
2020-09-16
코드 1
CogTree (VCTree-ResNeXt-101-FPN backbone; SGCls mode)
mR@20
15.4
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation
2020-09-16
코드 1
CogTree (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode)
mR@20
12.1
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation
2020-09-16
코드 1
CogTree (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode)
mR@20
7.9
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation
2020-09-16
코드 1