2D Semantic Segmentation on Visual Genome

Metric: mR@100 (higher is better)

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#	Model↕	mR@100▼	Extra Data	Paper	Date↕	Code
1	PEVL	23.5	No	PEVL: Position-enhanced Pre-training and Prompt ...	2022-05-23	Code
2	ADTrans	19.2	No	Panoptic Scene Graph Generation with Semantics-P...	2023-07-28	Code
3	SpeaQ (with reweighting)	17.6	No	Groupwise Query Specialization and Quality-Aware...	2024-03-26	Code
4	SpeaQ (without reweighting)	14.1	No	Groupwise Query Specialization and Quality-Aware...	2024-03-26	Code
5	NeuSyRE	12.6	No	-	-	Code

#1PEVLSOTA
23.5
mR@100· 2022-05-23
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models Code
#2ADTrans
19.2
mR@100· 2023-07-28
Panoptic Scene Graph Generation with Semantics-Prototype Learning Code
#3SpeaQ (with reweighting)
17.6
mR@100· 2024-03-26
Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection Code
#4SpeaQ (without reweighting)
14.1
mR@100· 2024-03-26
Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection Code
#5NeuSyRE
12.6
mR@100
No paperCode