Referring Expression Segmentation on gRefCOCO

Metric: gIoU (higher is better)

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#	Model↕	gIoU▼	Extra Data	Paper	Date↕	Code
1	DeRIS-L	77.67	No	DeRIS: Decoupling Perception and Cognition for E...	2025-07-02	Code
2	GSVA-Llama2-13B	70.04	Yes	GSVA: Generalized Segmentation via Multimodal La...	2023-12-15	Code
3	MABP	68.79	No	Bring Adaptive Binding Prototypes to Generalized...	2024-05-24	Code
4	HDC	68.28	No	CoHD: A Counting-Aware Hierarchical Decoding Fra...	2024-05-24	Code
5	GSVA-Vicuna-13B-v1.1	68.01	Yes	GSVA: Generalized Segmentation via Multimodal La...	2023-12-15	Code
6	GROUNDHOG	66.7	Yes	GROUNDHOG: Grounding Large Language Models to Ho...	2024-02-26	-
7	GSVA-Vicuna-7B-v1.1	66.47	Yes	GSVA: Generalized Segmentation via Multimodal La...	2023-12-15	Code
8	ReLA	63.6	No	GRES: Generalized Referring Expression Segmentat...	2023-06-01	Code
9	LAVT	58.4	No	LAVT: Language-Aware Vision Transformer for Refe...	2021-12-04	Code
10	CRIS	56.27	No	CRIS: CLIP-Driven Referring Image Segmentation	2021-11-30	Code
11	LTS	52.7	No	Locate then Segment: A Strong Pipeline for Refer...	2021-03-30	-
12	VLT	52	No	Vision-Language Transformer and Query Generation...	2021-08-12	Code
13	MattNet	48.24	No	MAttNet: Modular Attention Network for Referring...	2018-01-24	Code