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Referring Expression Segmentation On Refcoco 8

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mIoU

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	mIoU	Paper Title	Repository
VATEX	79.64	Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding
EVF-SAM	-	EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model
SafaRi	-	SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation	-
EVP	-	EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment
DETRIS	-	Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation
MaskRIS (Swin-B)	-	MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation
MLCD-Seg-7B	-	Multi-label Cluster Discrimination for Visual Representation Learning
MaskRIS (Swin-B, combined DB)	-	MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation
HyperSeg	-	HyperSeg: Towards Universal Visual Segmentation with Large Language Model
MagNet	-	Mask Grounding for Referring Image Segmentation
C3VG	-	Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints
SeqTR	-	SeqTR: A Simple yet Universal Network for Visual Grounding

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