OpenCodePapers

referring-expression-segmentation-on-refcoco-9

Referring Expression Segmentation
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PaperCodeOverall IoUmIoUMean IoUModelNameReleaseDate
HyperSeg: Towards Universal Visual Segmentation with Large Language Model✓ Link83.4HyperSeg2024-11-26
DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy✓ Link82.8784.52DeRIS-L2025-07-02
Multi-label Cluster Discrimination for Visual Representation Learning✓ Link81.5MLCD-Seg-7B2024-07-24
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model✓ Link80.2EVF-SAM2024-06-28
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation✓ Link79.0DETRIS2025-01-15
Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints✓ Link77.86C3VG2025-01-12
MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation✓ Link75.1MaskRIS (Swin-B, combined DB)2024-11-28
MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation✓ Link73.9676.06MaskRIS (Swin-B)2024-11-28
EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment✓ Link72.94EVP2023-12-13
Mask Grounding for Referring Image Segmentation✓ Link71.05MagNet2023-12-19
SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation70.71SafaRi2024-07-02
SeqTR: A Simple yet Universal Network for Visual Grounding✓ Link 64.12SeqTR2022-03-30
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding✓ Link75.64VATEX2024-04-12
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