Scene Parsing on Visual Genome

Metric: R@100 (higher is better)

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#	Model↕	R@100▼	Extra Data	Paper	Date↕	Code
1	PEVL	66.3	No	PEVL: Position-enhanced Pre-training and Prompt ...	2022-05-23	Code
2	ExpressiveSGG	39.12	No	-	-	Code
3	NeuSyRE	39.1	No	-	-	Code
4	SpeaQ (without reweighting)	36	No	Groupwise Query Specialization and Quality-Aware...	2024-03-26	Code
5	SpeaQ (with reweighting)	35.5	No	Groupwise Query Specialization and Quality-Aware...	2024-03-26	Code

#1PEVLSOTA
66.3
R@100· 2022-05-23
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models Code
#2ExpressiveSGG
39.12
R@100
No paperCode
#3NeuSyRE
39.1
R@100
No paperCode
#4SpeaQ (without reweighting)
36
R@100· 2024-03-26
Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection Code
#5SpeaQ (with reweighting)
35.5
R@100· 2024-03-26
Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection Code