Generalized Referring Expression Comprehension on gRefCOCO

Metric: N-acc. (higher is better)

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#	Model↕	N-acc.▼	Extra Data	Paper	Date↕	Code
1	SimVG-DB	54.7	No	SimVG: A Simple Framework for Visual Grounding w...	2024-09-26	Code
2	UNINEXT	50.6	No	Universal Instance Perception as Object Discover...	2023-03-12	Code
3	MDETR	36.1	No	MDETR -- Modulated Detection for End-to-End Mult...	2021-04-26	Code
4	VLT	35.2	No	Vision-Language Transformer and Query Generation...	2021-08-12	Code
5	MCN	30.6	No	Multi-task Collaborative Network for Joint Refer...	2020-03-19	Code

#1SimVG-DBSOTA
54.7
N-acc.· 2024-09-26
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion Code
#2UNINEXTSOTA
50.6
N-acc.· 2023-03-12
Universal Instance Perception as Object Discovery and Retrieval Code
#3MDETRSOTA
36.1
N-acc.· 2021-04-26
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Code
#4VLT
35.2
N-acc.· 2021-08-12
Vision-Language Transformer and Query Generation for Referring Segmentation Code
#5MCNSOTA
30.6
N-acc.· 2020-03-19
Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation Code