← Referring Expression Segmentation

Papers with Code · CC BY-SA 4.0

RefCOCO testA

아카이브 평가 13건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
DeRIS-L	Overall IoU 86.49 Mean IoU 86.64	DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy 2025-07-02	코드 1
HyperSeg	Overall IoU 85.7	HyperSeg: Towards Universal Visual Segmentation with Large Language Model 2024-11-26	코드 1
MLCD-Seg-7B	Overall IoU 85.3	Multi-label Cluster Discrimination for Visual Representation Learning 2024-07-24	코드 1
EVF-SAM	Overall IoU 84.2	EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model 2024-06-28	코드 1
C3VG	Overall IoU 83.18	Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints 2025-01-12	코드 1
DETRIS	Overall IoU 81.9	Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation 2025-01-15	코드 1
MaskRIS (Swin-B, combined DB)	Overall IoU 80.64	MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation 2024-11-28	코드 1
MaskRIS (Swin-B)	Overall IoU 78.96 Mean IoU 80.24	MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation 2024-11-28	코드 1
EVP	Overall IoU 78.75	EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment 2023-12-13	코드 1
MagNet	Overall IoU 78.24	Mask Grounding for Referring Image Segmentation 2023-12-19	코드 1
SafaRi	Overall IoU 77.83	SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation 2024-07-02	연결 없음
SeqTR	Overall IoU 69.79	SeqTR: A Simple yet Universal Network for Visual Grounding 2022-03-30	코드 1 · 코드 2 · 코드 3
VATEX	mIoU 79.64	Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding 2024-04-12	코드 1