Scene Graph Generation on Visual Genome

Metric: mean Recall @20 (higher is better)

LeaderboardDataset

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#	Model↕	mean Recall @20▼	Extra Data	Paper	Date↕	Code
1	ADTrans	12.3	No	Panoptic Scene Graph Generation with Semantics-P...	2023-07-28	Code
2	C-bias	11.63	No	Biasing Like Human: A Cognitive Bias Framework f...	2022-03-17	Code
3	CogTree	7.9	No	CogTree: Cognition Tree Loss for Unbiased Scene ...	2020-09-16	Code
4	SG-EBM	7.1	No	Energy-Based Learning for Scene Graph Generation	2021-03-03	Code
5	Causal-TDE	6.9	No	Unbiased Scene Graph Generation from Biased Trai...	2020-02-27	Code

#1ADTransSOTA
12.3
mean Recall @20· 2023-07-28
Panoptic Scene Graph Generation with Semantics-Prototype Learning Code
#2C-biasSOTA
11.63
mean Recall @20· 2022-03-17
Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation Code
#3CogTreeSOTA
7.9
mean Recall @20· 2020-09-16
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation Code
#4SG-EBM
7.1
mean Recall @20· 2021-03-03
Energy-Based Learning for Scene Graph Generation Code
#5Causal-TDESOTA
6.9
mean Recall @20· 2020-02-27
Unbiased Scene Graph Generation from Biased Training Code