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Referring Expression Segmentation On Refcocog 1

المقاييس

Overall IoU

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج
Overall IoU
Paper TitleRepository
GROUNDHOG74.6GROUNDHOG: Grounding Large Language Models to Holistic Segmentation-
SafaRi-B71.06SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation-
UniLSeg-2079.47Universal Segmentation at Arbitrary Granularity with Language Instruction
EVF-SAM77.4EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model
MaskRIS (Swin-B)66.5MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation
VATEX-Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding
PolyFormer-L70.19PolyFormer: Referring Image Segmentation as Sequential Polygon Generation
PolyFormer-B69.05PolyFormer: Referring Image Segmentation as Sequential Polygon Generation
VLT (Darknet53)56.65Vision-Language Transformer and Query Generation for Referring Segmentation
MagNet66.03Mask Grounding for Referring Image Segmentation
DETRIS75.3Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation
UniLSeg-10080.54Universal Segmentation at Arbitrary Granularity with Language Instruction
MaskRIS (Swin-B, combined DB)71.09MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation
HyperSeg78.9HyperSeg: Towards Universal Visual Segmentation with Large Language Model
C3VG76.39Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints
LAVT (Swin-B)62.09LAVT: Language-Aware Vision Transformer for Referring Image Segmentation
MLCD-Seg-7B80.5Multi-label Cluster Discrimination for Visual Representation Learning
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