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generalized-referring-expression-segmentation

Referring Expression SegmentationGeneralized Referring Expression Segmentation
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PaperCodegIoUcIoUModelNameReleaseDate
DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy✓ Link77.6772.00DeRIS-L2025-07-02
GSVA: Generalized Segmentation via Multimodal Large Language Models✓ Link70.0466.38GSVA-Llama2-13B2023-12-15
Bring Adaptive Binding Prototypes to Generalized Referring Expression Segmentation✓ Link68.7965.69MABP2024-05-24
CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation✓ Link68.2865.42HDC2024-05-24
GSVA: Generalized Segmentation via Multimodal Large Language Models✓ Link68.0164.05GSVA-Vicuna-13B-v1.12023-12-15
GROUNDHOG: Grounding Large Language Models to Holistic Segmentation66.70GROUNDHOG2024-02-26
GSVA: Generalized Segmentation via Multimodal Large Language Models✓ Link66.4763.29GSVA-Vicuna-7B-v1.12023-12-15
GRES: Generalized Referring Expression Segmentation✓ Link63.6062.42ReLA2023-06-01
LAVT: Language-Aware Vision Transformer for Referring Image Segmentation✓ Link58.4057.64LAVT2021-12-04
CRIS: CLIP-Driven Referring Image Segmentation✓ Link56.2755.34CRIS2021-11-30
Locate then Segment: A Strong Pipeline for Referring Image Segmentation52.7052.30LTS2021-03-30
Vision-Language Transformer and Query Generation for Referring Segmentation✓ Link52.0052.51VLT2021-08-12
MAttNet: Modular Attention Network for Referring Expression Comprehension✓ Link48.2447.51MattNet2018-01-24
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